Cognaptus Cost-Benefit Monitor

Model Comparisons Monitor

A benchmark-and-cost dashboard that combines Arena leaderboard performance signals with Cognaptus pricing data to show practical cost-benefit tradeoffs.

Updated 2026-06-05 17:55:09 +0800 Source: Arena public leaderboard page

Arena Tables

Ranked Models

363

Cost Matches

192

High-Confidence Price Joins

How To Read This

This page is meant to answer a practical question:

Which models are strong enough to matter, and how expensive are they relative to that strength?

The comparison logic uses two sources:

Arena leaderboard performance and vote data as an external benchmark signal
Cognaptus pricing data from OpenRouter as a practical cost surface

That means this page should be read as a decision-support dashboard, not as a universal truth table.

Cost vs Benefit Map

High-confidence Arena/OpenRouter joins only. Lower cost and higher benefit is the strongest operating zone.

Cognaptus cost-benefit scatter plot for AI models — 44 models plotted with trusted price-benefit matches.

Cognaptus Reading Guide

Frontier

High-capability models that justify premium cost when quality matters more than throughput.

Value

Strong practical picks for production use when you want good benchmark strength without paying frontier prices.

Budget

Low-cost models suited to high-volume automation, experimentation, or secondary workflows.

Move left for lower cost.

Move up for stronger Arena-derived benefit.

Top-left is usually the best operating zone for cost-sensitive deployment.

Top Overall Leaders

Anthropic Claude Opus 4 6 Thinking

Overall #1 | 38559 votes

No trusted price

Metamuse Spark

Overall #5 | 12925 votes

No trusted price

Gemini 3.1 Pro Preview

Overall #6 | 49587 votes

No trusted price

GPT 5.5 High

Overall #8 | 20523 votes

No trusted price

Gemini 3.5 Flash

Overall #10 | 9632 votes

No trusted price

GLM 5.1

Overall #12 | 15019 votes

No trusted price

Grok 4.20 Beta1

Overall #14 | 25718 votes

No trusted price

Qwen 3.7 Max Preview

Overall #15 | 3750 votes

No trusted price

Grok 4.20 Beta 0309 Reasoning

Overall #17 | 33770 votes

No trusted price

Anthropic Claude Opus 4 5 20251101 Thinking 32k

Overall #18 | 37106 votes

No trusted price

Grok 4.20 Multi Agent Beta 0309

Overall #19 | 33133 votes | xAI: Grok 4.20 Multi-Agent

Anthropic Claude Sonnet 4 6

Overall #21 | 31585 votes

No trusted price

Most Voted

GPT 4o 2024 05 13

Overall #179 | Score 1346

112881

Meta Llama 3 8b Instruct

Overall #283 | Score 1223

104642

GPT 4 1106 Preview

Overall #222 | Score 1312

100105

GPT 4 Turbo 2024 04 09

Overall #202 | Score 1324

98114

Qwen 3 235b A22b Instruct 2507

Overall #80 | Score 1423

96377

GPT 4 0125 Preview

Overall #221 | Score 1313

93439

Mistral Medium 2508

Overall #105 | Score 1410

93103

GPT 4 0613

Overall #254 | Score 1275

88723

Anthropic Claude Haiku 4 5 20251001

Overall #103 | Score 1411

82716

ChatGPT 4o Latest 20250326

Overall #54 | Score 1443

82455

Anthropic Claude Sonnet 4 5 20250929 Thinking 32k

Overall #36 | Score 1455

81608

Gemini 1.5 Pro 001

Overall #204 | Score 1323

79138

Best Value

Approximate strength-per-dollar using Arena overall rank joined to prompt-token price.

Gemma 4 26b A4b

Overall #57 | Google: Gemma 4 26B A4B

$0.06 5116.7

Qwen 3 235b A22b Instruct 2507

Overall #80 | Qwen: Qwen3 235B A22B Instruct 2507

$0.071 4000

DeepSeek V4 Flash Thinking

Overall #59 | DeepSeek: DeepSeek V4 Flash

$0.098 3112.2

Qwen 3 Next 80b A3b Instruct

Overall #113 | Qwen: Qwen3 Next 80B A3B Instruct

$0.09 2788.9

Gemini 2.5 Flash Preview 09 2025

Overall #108 | Google: Gemini 2.5 Flash Lite Preview 09-2025

$0.1 2560

Qwen 3 235b A22b Thinking 2507

Overall #115 | Qwen: Qwen3 235B A22B Thinking 2507

$0.1 2490

Qwen 3.5 35b A3b

Overall #119 | Qwen: Qwen3.5-35B-A3B

$0.14 1750

Qwen 3 Vl 235b A22b Instruct

Overall #95 | Qwen: Qwen3 VL 235B A22B Instruct

$0.2 1345

DeepSeek V3.2 Exp Thinking

Overall #75 | DeepSeek: DeepSeek V3.2 Exp

$0.27 1070.4

Qwen 3.5 122b A10b

Overall #91 | Qwen: Qwen3.5-122B-A10B

$0.26 1050

DeepSeek V3.1 Terminus Thinking

Overall #89 | DeepSeek: DeepSeek V3.1 Terminus

$0.27 1018.5

Qwen 3.5 397b A17b

Overall #52 | Qwen: Qwen3.5 397B A17B

$0.39 800

Specialization Leaders

Area Model Rank Prompt Price Value Score

Arena Snapshot By Modality

Text Arena🏆Overall

#1 Anthropic Claude Opus 4 6 Thinking 1503 | 38559

#2 Anthropic Claude Opus 4 7 Thinking 1500 | 24420

#3 Anthropic Claude Opus 4 6 1498 | 41141

#4 Anthropic Claude Opus 4 7 1493 | 25316

#5 Metamuse Spark 1489 | 12925

Full Comparison Table

Search overall rank, specialist ranks, votes, and matched prompt prices in one place.

Model Overall Coding Math Creative Instruction Votes Prompt

Anthropic Claude Opus 4 6 Thinking #1 .na.integer .na.integer .na.integer .na.integer 38559

Anthropic Claude Opus 4 7 Thinking #2 .na.integer .na.integer .na.integer .na.integer 24420

Anthropic Claude Opus 4 6 #3 .na.integer .na.integer .na.integer .na.integer 41141

Anthropic Claude Opus 4 7 #4 .na.integer .na.integer .na.integer .na.integer 25316

Metamuse Spark #5 .na.integer .na.integer .na.integer .na.integer 12925

Gemini 3.1 Pro Preview #6 .na.integer .na.integer .na.integer .na.integer 49587

Gemini 3 Pro #7 .na.integer .na.integer .na.integer .na.integer 41319

GPT 5.5 High #8 .na.integer .na.integer .na.integer .na.integer 20523

GPT 5.4 High #9 .na.integer .na.integer .na.integer .na.integer 32658

Gemini 3.5 Flash #10 .na.integer .na.integer .na.integer .na.integer 9632

GPT 5.2 Chat Latest 20260210 #11 .na.integer .na.integer .na.integer .na.integer 33440

GLM 5.1 #12 .na.integer .na.integer .na.integer .na.integer 15019

GPT 5.5 #13 .na.integer .na.integer .na.integer .na.integer 21051

Grok 4.20 Beta1 #14 .na.integer .na.integer .na.integer .na.integer 25718

Qwen 3.7 Max Preview #15 .na.integer .na.integer .na.integer .na.integer 3750

Gemini 3 Flash #16 .na.integer .na.integer .na.integer .na.integer 30723

Grok 4.20 Beta 0309 Reasoning #17 .na.integer .na.integer .na.integer .na.integer 33770

Anthropic Claude Opus 4 5 20251101 Thinking 32k #18 .na.integer .na.integer .na.integer .na.integer 37106

Grok 4.20 Multi Agent Beta 0309 #19 .na.integer .na.integer .na.integer .na.integer 33133 $2

GPT 5.5 Instant #20 .na.integer .na.integer .na.integer .na.integer 25943

Anthropic Claude Sonnet 4 6 #21 .na.integer .na.integer .na.integer .na.integer 31585

Ernie 5.1Baidu #22 .na.integer .na.integer .na.integer .na.integer 18301

Anthropic Claude Opus 4 5 20251101 #23 .na.integer .na.integer .na.integer .na.integer 70204

GPT 5.4 #24 .na.integer .na.integer .na.integer .na.integer 34532

Grok 4.1 Thinking #25 .na.integer .na.integer .na.integer .na.integer 64660

Qwen 3.5 Max Preview #26 .na.integer .na.integer .na.integer .na.integer 20899

Mimo V2.5 Pro #27 .na.integer .na.integer .na.integer .na.integer 19518 $0.435

Kimi K2.6 #28 .na.integer .na.integer .na.integer .na.integer 19130

Gemini 3 Flash #29 .na.integer .na.integer .na.integer .na.integer 57646

Qwen 3.6 Max Preview #30 .na.integer .na.integer .na.integer .na.integer 4946

Grok 4.1 #31 .na.integer .na.integer .na.integer .na.integer 66719

DeepSeek V4 Pro Thinking #32 .na.integer .na.integer .na.integer .na.integer 19692 $0.435

GLM 5 #33 .na.integer .na.integer .na.integer .na.integer 22582

DeepSeek V4 Pro #34 .na.integer .na.integer .na.integer .na.integer 20891 $0.435

ByteDance Dola Seed 2.0 Pro #35 .na.integer .na.integer .na.integer .na.integer 42224

Anthropic Claude Sonnet 4 5 20250929 Thinking 32k #36 .na.integer .na.integer .na.integer .na.integer 81608

Anthropic Claude Sonnet 4 5 20250929 #37 .na.integer .na.integer .na.integer .na.integer 80053

GPT 5.1 High #38 .na.integer .na.integer .na.integer .na.integer 40845

Gemma 4 31b #39 .na.integer .na.integer .na.integer .na.integer 5877

GPT 5.4 Mini High #40 .na.integer .na.integer .na.integer .na.integer 30988

Kimi K2.5 Thinking #41 .na.integer .na.integer .na.integer .na.integer 40568

Mimo V2 Pro #42 .na.integer .na.integer .na.integer .na.integer 23616 $0.435

Ernie 5.0 Preview 1203Baidu #43 .na.integer .na.integer .na.integer .na.integer 9750

Anthropic Claude Opus 4 1 20250805 Thinking 16k #44 .na.integer .na.integer .na.integer .na.integer 49833

MiniMax M3 #45 .na.integer .na.integer .na.integer .na.integer 4443

GPT 5.3 Chat Latest #46 .na.integer .na.integer .na.integer .na.integer 32042

Ernie 5.0 0110Baidu #47 .na.integer .na.integer .na.integer .na.integer 34754

Anthropic Claude Opus 4 1 20250805 #48 .na.integer .na.integer .na.integer .na.integer 77364

Gemini 2.5 Pro #49 .na.integer .na.integer .na.integer .na.integer 123625

Grok 4.3 #50 .na.integer .na.integer .na.integer .na.integer 20050

GPT 4.5 Preview 2025 02 27 #51 .na.integer .na.integer .na.integer .na.integer 14547

Qwen 3.5 397b A17b #52 .na.integer .na.integer .na.integer .na.integer 35985 $0.39

Qwen 3.6 Plus #53 .na.integer .na.integer .na.integer .na.integer 22022

ChatGPT 4o Latest 20250326 #54 .na.integer .na.integer .na.integer .na.integer 82455

GLM 4.7 #55 .na.integer .na.integer .na.integer .na.integer 12126

GPT 5.1 #56 .na.integer .na.integer .na.integer .na.integer 43481

Gemma 4 26b A4b #57 .na.integer .na.integer .na.integer .na.integer 5801 $0.06

GPT 5.2 High #58 .na.integer .na.integer .na.integer .na.integer 47095

DeepSeek V4 Flash Thinking #59 .na.integer .na.integer .na.integer .na.integer 20575 $0.098

GPT 5.2 #60 .na.integer .na.integer .na.integer .na.integer 51145

Longcat Flash Chat 2602 ExpMeituan #61 .na.integer .na.integer .na.integer .na.integer 27398

Qwen 3 Max Preview #62 .na.integer .na.integer .na.integer .na.integer 27726

GPT 5 High #63 .na.integer .na.integer .na.integer .na.integer 31940

DeepSeek V4 Flash #64 .na.integer .na.integer .na.integer .na.integer 20757 $0.098

Gemini 3.1 Flash Lite Preview #65 .na.integer .na.integer .na.integer .na.integer 40000

Mimo V2.5 #66 .na.integer .na.integer .na.integer .na.integer 19889

Kimi K2.5 Instant #67 .na.integer .na.integer .na.integer .na.integer 8190

O3 2025 04 16 #68 .na.integer .na.integer .na.integer .na.integer 59770

Grok 4 1 Fast Reasoning #69 .na.integer .na.integer .na.integer .na.integer 55760

Kimi K2 Thinking Turbo #70 .na.integer .na.integer .na.integer .na.integer 61168

Mimo V2 Omni #71 .na.integer .na.integer .na.integer .na.integer 6026

Amazon Nova Experimental Chat 26 02 10 #72 .na.integer .na.integer .na.integer .na.integer 3417

GPT 5 Chat #73 .na.integer .na.integer .na.integer .na.integer 31591

GLM 4.6 #74 .na.integer .na.integer .na.integer .na.integer 35660

DeepSeek V3.2 Exp Thinking #75 .na.integer .na.integer .na.integer .na.integer 9068 $0.27

Mistral Medium 3.5 #76 .na.integer .na.integer .na.integer .na.integer 6089

DeepSeek V3.2 #77 .na.integer .na.integer .na.integer .na.integer 46734

Anthropic Claude Opus 4 20250514 Thinking 16k #78 .na.integer .na.integer .na.integer .na.integer 36899

Qwen 3 Max 2025 09 23 #79 .na.integer .na.integer .na.integer .na.integer 9160

Qwen 3 235b A22b Instruct 2507 #80 .na.integer .na.integer .na.integer .na.integer 96377 $0.071

DeepSeek V3.2 Exp #81 .na.integer .na.integer .na.integer .na.integer 11934 $0.27

DeepSeek V3.2 Thinking #82 .na.integer .na.integer .na.integer .na.integer 40603

Nvidia Nemotron 3 Ultra 550b A55b Nvfp4Nvidia #83 .na.integer .na.integer .na.integer .na.integer 2460 $0.5

DeepSeek R1 0528 #84 .na.integer .na.integer .na.integer .na.integer 18466 $0.5

Grok 4 Fast Chat #85 .na.integer .na.integer .na.integer .na.integer 6816

Ernie 5.0 Preview 1022Baidu #86 .na.integer .na.integer .na.integer .na.integer 4707

Kimi K2 0905 Preview #87 .na.integer .na.integer .na.integer .na.integer 11791 $0.6

DeepSeek V3.1 #88 .na.integer .na.integer .na.integer .na.integer 14970

DeepSeek V3.1 Terminus Thinking #89 .na.integer .na.integer .na.integer .na.integer 3469 $0.27

Kimi K2 0711 Preview #90 .na.integer .na.integer .na.integer .na.integer 27647 $0.57

Qwen 3.5 122b A10b #91 .na.integer .na.integer .na.integer .na.integer 27619 $0.26

DeepSeek V3.1 Thinking #92 .na.integer .na.integer .na.integer .na.integer 11743

Amazon Nova Experimental Chat 26 01 10 #93 .na.integer .na.integer .na.integer .na.integer 3410

DeepSeek V3.1 Terminus #94 .na.integer .na.integer .na.integer .na.integer 3704 $0.27

Qwen 3 Vl 235b A22b Instruct #95 .na.integer .na.integer .na.integer .na.integer 11515 $0.2

Tencent Hunyuan Hy3 Preview #96 .na.integer .na.integer .na.integer .na.integer 6224

Mistral Large 3 #97 .na.integer .na.integer .na.integer .na.integer 43031

MiniMax M2.7 #98 .na.integer .na.integer .na.integer .na.integer 27325

GPT 4.1 2025 04 14 #99 .na.integer .na.integer .na.integer .na.integer 50992

Anthropic Claude Opus 4 20250514 #100 .na.integer .na.integer .na.integer .na.integer 44216

Grok 3 Preview 02 24 #101 .na.integer .na.integer .na.integer .na.integer 32908

GLM 4.5 #102 .na.integer .na.integer .na.integer .na.integer 24318

Anthropic Claude Haiku 4 5 20251001 #103 .na.integer .na.integer .na.integer .na.integer 82716

Gemini 2.5 Flash #104 .na.integer .na.integer .na.integer .na.integer 123479

Mistral Medium 2508 #105 .na.integer .na.integer .na.integer .na.integer 93103

Grok 4 0709 #106 .na.integer .na.integer .na.integer .na.integer 41412

Qwen 3.5 27b #107 .na.integer .na.integer .na.integer .na.integer 26584

Gemini 2.5 Flash Preview 09 2025 #108 .na.integer .na.integer .na.integer .na.integer 32925 $0.1

Grok 4 Fast Reasoning #109 .na.integer .na.integer .na.integer .na.integer 18725

Qwen 3 235b A22b No Thinking #110 .na.integer .na.integer .na.integer .na.integer 38221

GPT 5.4 Nano High #111 .na.integer .na.integer .na.integer .na.integer 30148

O1 2024 12 17 #112 .na.integer .na.integer .na.integer .na.integer 27807

Qwen 3 Next 80b A3b Instruct #113 .na.integer .na.integer .na.integer .na.integer 22883 $0.09

Longcat Flash ChatMeituan #114 .na.integer .na.integer .na.integer .na.integer 11407

Qwen 3 235b A22b Thinking 2507 #115 .na.integer .na.integer .na.integer .na.integer 8997 $0.1

Anthropic Claude Sonnet 4 20250514 Thinking 32k #116 .na.integer .na.integer .na.integer .na.integer 35122

DeepSeek R1 #117 .na.integer .na.integer .na.integer .na.integer 18524 $0.7

Qwen 3.5 Flash #118 .na.integer .na.integer .na.integer .na.integer 33599

Qwen 3.5 35b A3b #119 .na.integer .na.integer .na.integer .na.integer 28323 $0.14

Qwen 3 Vl 235b A22b Thinking #120 .na.integer .na.integer .na.integer .na.integer 7944

Tencent Hunyuan Vision 1.5 Thinking #121 .na.integer .na.integer .na.integer .na.integer 2220

DeepSeek V3 0324 #122 .na.integer .na.integer .na.integer .na.integer 45522 $0.2

Stepfunstep 3.5 FlashStepFun #123 .na.integer .na.integer .na.integer .na.integer 38168

Amazon Nova Experimental Chat 12 10 #124 .na.integer .na.integer .na.integer .na.integer 3681

Mimo V2 Flash #125 .na.integer .na.integer .na.integer .na.integer 45637 $0.1

GPT 5 Mini High #126 .na.integer .na.integer .na.integer .na.integer 27040

MiniMax M2.5 #127 .na.integer .na.integer .na.integer .na.integer 40309

O4 Mini 2025 04 16 #128 .na.integer .na.integer .na.integer .na.integer 45448

Anthropic Claude Sonnet 4 20250514 #129 .na.integer .na.integer .na.integer .na.integer 40312

O1 Preview #130 .na.integer .na.integer .na.integer .na.integer 31122

Qwen 3 Coder 480b A35b Instruct #131 .na.integer .na.integer .na.integer .na.integer 25750 $0.22

Tencent Hunyuan T1 20250711 #132 .na.integer .na.integer .na.integer .na.integer 4708

Mimo V2 Flash #133 .na.integer .na.integer .na.integer .na.integer 10969 $0.1

Anthropic Claude 3 7 Sonnet 20250219 Thinking 32k #134 .na.integer .na.integer .na.integer .na.integer 38828

Mistral Medium 2505 #135 .na.integer .na.integer .na.integer .na.integer 33230

MiniMax M2.1 Preview #136 .na.integer .na.integer .na.integer .na.integer 17138

Qwen 3 30b A3b Instruct 2507 #137 .na.integer .na.integer .na.integer .na.integer 23748 $0.048

GPT 4.1 Mini 2025 04 14 #138 .na.integer .na.integer .na.integer .na.integer 39339

Tencent Hunyuan Turbos 20250416 #139 .na.integer .na.integer .na.integer .na.integer 10724

Gemini 2.5 Flash Lite Preview 09 2025 No Thinking #140 .na.integer .na.integer .na.integer .na.integer 47245 $0.1

Trinity Large PreviewArcee AI #141 .na.integer .na.integer .na.integer .na.integer 29207

GLM 4.6v #142 .na.integer .na.integer .na.integer .na.integer 2805

Qwen 3 235b A22b #143 .na.integer .na.integer .na.integer .na.integer 26271

Gemini 2.5 Flash Lite Preview 06 17 Thinking #144 .na.integer .na.integer .na.integer .na.integer 32908

Qwen 2.5 Max #145 .na.integer .na.integer .na.integer .na.integer 32622

GLM 4.5 Air #146 .na.integer .na.integer .na.integer .na.integer 31100

Anthropic Claude 3 5 Sonnet 20241022 #147 .na.integer .na.integer .na.integer .na.integer 88346

Anthropic Claude 3 7 Sonnet 20250219 #148 .na.integer .na.integer .na.integer .na.integer 43191

Trinity Large ThinkingArcee AI #149 .na.integer .na.integer .na.integer .na.integer 28103

Qwen 3 Next 80b A3b Thinking #150 .na.integer .na.integer .na.integer .na.integer 13702

GLM 4.7 Flash #151 .na.integer .na.integer .na.integer .na.integer 11731

Amazon Nova Experimental Chat 11 10 #152 .na.integer .na.integer .na.integer .na.integer 25406

Gemma 3 27b It #153 .na.integer .na.integer .na.integer .na.integer 47546 $0.08

MiniMax M1 #154 .na.integer .na.integer .na.integer .na.integer 35212

O3 Mini High #155 .na.integer .na.integer .na.integer .na.integer 18589

Grok 3 Mini High #156 .na.integer .na.integer .na.integer .na.integer 16968

Nvidia Nemotron 3 Super 120b A12bNvidia #157 .na.integer .na.integer .na.integer .na.integer 7497 $0.09

Gemini 2.0 Flash 001 #158 .na.integer .na.integer .na.integer .na.integer 43757

DeepSeek V3 #159 .na.integer .na.integer .na.integer .na.integer 21770

Mistral Small 2506 #160 .na.integer .na.integer .na.integer .na.integer 17713

Grok 3 Mini Beta #161 .na.integer .na.integer .na.integer .na.integer 22726

Intellect 3Prime Intellect #162 .na.integer .na.integer .na.integer .na.integer 5331

Coherecommand A 03 2025Cohere #163 .na.integer .na.integer .na.integer .na.integer 56277

GLM 4.5v #164 .na.integer .na.integer .na.integer .na.integer 4958

Gemini 2.0 Flash Lite Preview 02 05 #165 .na.integer .na.integer .na.integer .na.integer 24955

GPT Oss 120b #166 .na.integer .na.integer .na.integer .na.integer 30641 $0.039

Gemini 1.5 Pro 002 #167 .na.integer .na.integer .na.integer .na.integer 55606

Amazon Nova Experimental Chat 10 20 #168 .na.integer .na.integer .na.integer .na.integer 11478

Tencent Hunyuan Turbos 20250226 #169 .na.integer .na.integer .na.integer .na.integer 2220

Stepfunstep 3StepFun #170 .na.integer .na.integer .na.integer .na.integer 6543

Amazon Nova Experimental Chat 10 09 #171 .na.integer .na.integer .na.integer .na.integer 2839

O3 Mini #172 .na.integer .na.integer .na.integer .na.integer 57347

Llama 3.1 Nemotron Ultra 253b V1Nvidia #173 .na.integer .na.integer .na.integer .na.integer 2549

Qwen 3 32b #174 .na.integer .na.integer .na.integer .na.integer 3926

Mercury 2Inception AI #175 .na.integer .na.integer .na.integer .na.integer 3122

Ling Flash 2.0Ant Group #176 .na.integer .na.integer .na.integer .na.integer 7008

MiniMax M2 #177 .na.integer .na.integer .na.integer .na.integer 6871

Qwen Plus 0125 #178 .na.integer .na.integer .na.integer .na.integer 5819

GPT 4o 2024 05 13 #179 .na.integer .na.integer .na.integer .na.integer 112881 $5

Nvidia Llama 3.3 Nemotron Super 49b V1.5Nvidia #180 .na.integer .na.integer .na.integer .na.integer 3344

GLM 4 Plus 0111 #181 .na.integer .na.integer .na.integer .na.integer 5760

Anthropic Claude 3 5 Sonnet 20240620 #182 .na.integer .na.integer .na.integer .na.integer 82419

Gemma 3 12b It #183 .na.integer .na.integer .na.integer .na.integer 3829 $0.04

Tencent Hunyuan Turbo 0110 #184 .na.integer .na.integer .na.integer .na.integer 2290

Nova 2 Lite #185 .na.integer .na.integer .na.integer .na.integer 12240

GPT 5 Nano High #186 .na.integer .na.integer .na.integer .na.integer 8270

O1 Mini #187 .na.integer .na.integer .na.integer .na.integer 51981

Qwq 32b #188 .na.integer .na.integer .na.integer .na.integer 25397

Grok 2 2024 08 13 #189 .na.integer .na.integer .na.integer .na.integer 63498

Gemini Advanced 0514 #190 .na.integer .na.integer .na.integer .na.integer 50148

GPT 4o 2024 08 06 #191 .na.integer .na.integer .na.integer .na.integer 45499 $2.5

Meta Llama 3.1 405b Instruct Bf16 #192 .na.integer .na.integer .na.integer .na.integer 41375

Stepfunstep 2 16k Exp 202412StepFun #193 .na.integer .na.integer .na.integer .na.integer 4833

Meta Llama 3.1 405b Instruct Fp8 #194 .na.integer .na.integer .na.integer .na.integer 59656

Olmo 3.1 32b InstructAi2 #195 .na.integer .na.integer .na.integer .na.integer 12218

01.AIyi Lightning01 AI #196 .na.integer .na.integer .na.integer .na.integer 27332

Molmo 2 8bAi2 #197 .na.integer .na.integer .na.integer .na.integer 804

Llama 3.3 Nemotron 49b Super V1Nvidia #198 .na.integer .na.integer .na.integer .na.integer 2218

Qwen 3 30b A3b #199 .na.integer .na.integer .na.integer .na.integer 26491

Meta Llama 4 Maverick 17b 128e Instruct #200 .na.integer .na.integer .na.integer .na.integer 39988

Tencent Hunyuan Large 2025 02 10 #201 .na.integer .na.integer .na.integer .na.integer 3738

GPT 4 Turbo 2024 04 09 #202 .na.integer .na.integer .na.integer .na.integer 98114

DeepSeek V2.5 1210 #203 .na.integer .na.integer .na.integer .na.integer 6795

Gemini 1.5 Pro 001 #204 .na.integer .na.integer .na.integer .na.integer 79138

Anthropic Claude 3 5 Haiku 20241022 #205 .na.integer .na.integer .na.integer .na.integer 69998

Meta Llama 4 Scout 17b 16e Instruct #206 .na.integer .na.integer .na.integer .na.integer 30306

GPT 4.1 Nano 2025 04 14 #207 .na.integer .na.integer .na.integer .na.integer 6103

Anthropic Claude 3 Opus 20240229 #208 .na.integer .na.integer .na.integer .na.integer 194909

Ring Flash 2.0Ant Group #209 .na.integer .na.integer .na.integer .na.integer 7146

Stepfunstep 1o Turbo 202506StepFun #210 .na.integer .na.integer .na.integer .na.integer 9036

GLM 4 Plus #211 .na.integer .na.integer .na.integer .na.integer 26126

Gemma 3n E4b It #212 .na.integer .na.integer .na.integer .na.integer 22598 $0.06

Meta Llama 3.3 70b Instruct #213 .na.integer .na.integer .na.integer .na.integer 54736

Qwen Max 0919 #214 .na.integer .na.integer .na.integer .na.integer 16478

GPT 4o Mini 2024 07 18 #215 .na.integer .na.integer .na.integer .na.integer 68709 $0.15

GPT Oss 20b #216 .na.integer .na.integer .na.integer .na.integer 10633 $0.029

Nvidia Nemotron 3 Nano 30b A3b Bf16Nvidia #217 .na.integer .na.integer .na.integer .na.integer 15515 $0.05

Qwen 2.5 Plus 1127 #218 .na.integer .na.integer .na.integer .na.integer 10187

Athene V2 ChatNexusFlow #219 .na.integer .na.integer .na.integer .na.integer 24739

Mistral Large 2407 #220 .na.integer .na.integer .na.integer .na.integer 45459 $2

GPT 4 0125 Preview #221 .na.integer .na.integer .na.integer .na.integer 93439

GPT 4 1106 Preview #222 .na.integer .na.integer .na.integer .na.integer 100105

Tencent Hunyuan Standard 2025 02 10 #223 .na.integer .na.integer .na.integer .na.integer 3904

Gemini 1.5 Flash 002 #224 .na.integer .na.integer .na.integer .na.integer 34902

Granite 4.1 8b #225 .na.integer .na.integer .na.integer .na.integer 3842

Grok 2 Mini 2024 08 13 #226 .na.integer .na.integer .na.integer .na.integer 52567

DeepSeek V2.5 #227 .na.integer .na.integer .na.integer .na.integer 24572

MercuryInception AI #228 .na.integer .na.integer .na.integer .na.integer 1953

Athene 70b 0725NexusFlow #229 .na.integer .na.integer .na.integer .na.integer 19621

Olmo 3 32b ThinkAi2 #230 .na.integer .na.integer .na.integer .na.integer 5946

Mistral Large 2411 #231 .na.integer .na.integer .na.integer .na.integer 28073

Magistral Medium 2506 #232 .na.integer .na.integer .na.integer .na.integer 11637

Mistral Small 3.1 24b Instruct 2503 #233 .na.integer .na.integer .na.integer .na.integer 33222

Gemma 3 4b It #234 .na.integer .na.integer .na.integer .na.integer 4171 $0.04

Qwen 2.5 72b Instruct #235 .na.integer .na.integer .na.integer .na.integer 39406 $0.36

Llama 3.1 Nemotron 70b InstructNvidia #236 .na.integer .na.integer .na.integer .na.integer 7140

Tencent Hunyuan Large Vision #237 .na.integer .na.integer .na.integer .na.integer 5374

Meta Llama 3.1 70b Instruct #238 .na.integer .na.integer .na.integer .na.integer 55240

Amazon Nova Pro V1.0 #239 .na.integer .na.integer .na.integer .na.integer 24745 $0.8

Jamba 1.5 LargeAI21 Labs #240 .na.integer .na.integer .na.integer .na.integer 8662

Gemma 2 27b It #241 .na.integer .na.integer .na.integer .na.integer 75754 $0.65

Reka Core 20240904Reka AI #242 .na.integer .na.integer .na.integer .na.integer 7312

IBM Granite H Small #243 .na.integer .na.integer .na.integer .na.integer 5684

GPT 4 0314 #244 .na.integer .na.integer .na.integer .na.integer 54173

Llama 3.1 Tulu 3 70bAi2 #245 .na.integer .na.integer .na.integer .na.integer 2846

Gemini 1.5 Flash 001 #246 .na.integer .na.integer .na.integer .na.integer 62833

Llama 3.1 Nemotron 51b InstructNvidia #247 .na.integer .na.integer .na.integer .na.integer 3749

Olmo 3.1 32b ThinkAi2 #248 .na.integer .na.integer .na.integer .na.integer 8501

Anthropic Claude 3 Sonnet 20240229 #249 .na.integer .na.integer .na.integer .na.integer 109284

Gemma 2 9b It SimpoPrinceton #250 .na.integer .na.integer .na.integer .na.integer 10072

Nemotron 4 340b InstructNvidia #251 .na.integer .na.integer .na.integer .na.integer 19659

Coherecommand R Plus 08 2024Cohere #252 .na.integer .na.integer .na.integer .na.integer 9866

Meta Llama 3 70b Instruct #253 .na.integer .na.integer .na.integer .na.integer 156876

GPT 4 0613 #254 .na.integer .na.integer .na.integer .na.integer 88723

Mistral Small 24b Instruct 2501 #255 .na.integer .na.integer .na.integer .na.integer 14681 $0.05

GLM 4 0520 #256 .na.integer .na.integer .na.integer .na.integer 9788

Reka Flash 20240904Reka AI #257 .na.integer .na.integer .na.integer .na.integer 7536

Qwen 2.5 Coder 32b Instruct #258 .na.integer .na.integer .na.integer .na.integer 5432 $0.66

Coherec4ai Aya Expanse 32bCohere #259 .na.integer .na.integer .na.integer .na.integer 27124

Gemma 2 9b It #260 .na.integer .na.integer .na.integer .na.integer 54611

DeepSeek Coder V2 #261 .na.integer .na.integer .na.integer .na.integer 15147

Qwen 2 72b Instruct #262 .na.integer .na.integer .na.integer .na.integer 37325 $0.25

Coherecommand R PlusCohere #263 .na.integer .na.integer .na.integer .na.integer 77554

Anthropic Claude 3 Haiku 20240307 #264 .na.integer .na.integer .na.integer .na.integer 117701

Amazon Nova Lite V1.0 #265 .na.integer .na.integer .na.integer .na.integer 19372 $0.06

Gemini 1.5 Flash 8b 001 #266 .na.integer .na.integer .na.integer .na.integer 35558

Phi 4 #267 .na.integer .na.integer .na.integer .na.integer 24126

Olmo 2 0325 32b InstructAi2 #268 .na.integer .na.integer .na.integer .na.integer 3334

Coherecommand R 08 2024Cohere #269 .na.integer .na.integer .na.integer .na.integer 10140

Mistral Large 2402 #270 .na.integer .na.integer .na.integer .na.integer 62436

Amazon Nova Micro V1.0 #271 .na.integer .na.integer .na.integer .na.integer 19364 $0.035

Jamba 1.5 MiniAI21 Labs #272 .na.integer .na.integer .na.integer .na.integer 8858

Ministral 8b 2410 #273 .na.integer .na.integer .na.integer .na.integer 4781

Gemini Pro Dev Api #274 .na.integer .na.integer .na.integer .na.integer 18354

Qwen 1.5 110b Chat #275 .na.integer .na.integer .na.integer .na.integer 26195

Tencent Hunyuan Standard 256k #276 .na.integer .na.integer .na.integer .na.integer 2728

Reka Flash 21b 20240226 OnlineReka AI #277 .na.integer .na.integer .na.integer .na.integer 15450

Qwen 1.5 72b Chat #278 .na.integer .na.integer .na.integer .na.integer 39302

Mixtral 8x22b Instruct V0.1 #279 .na.integer .na.integer .na.integer .na.integer 51416 $2

Coherecommand RCohere #280 .na.integer .na.integer .na.integer .na.integer 54036

Reka Flash 21b 20240226Reka AI #281 .na.integer .na.integer .na.integer .na.integer 24806

GPT 3.5 Turbo 0125 #282 .na.integer .na.integer .na.integer .na.integer 66207

Meta Llama 3 8b Instruct #283 .na.integer .na.integer .na.integer .na.integer 104642

Coherec4ai Aya Expanse 8bCohere #284 .na.integer .na.integer .na.integer .na.integer 9818

Mistral Medium #285 .na.integer .na.integer .na.integer .na.integer 34550

Gemini Pro #286 .na.integer .na.integer .na.integer .na.integer 6390

Llama 3.1 Tulu 3 8bAi2 #287 .na.integer .na.integer .na.integer .na.integer 2896

01.AIyi 1.5 34b Chat01 AI #288 .na.integer .na.integer .na.integer .na.integer 24146

Zephyr Orpo 141b A35b V0.1HuggingFace #289 .na.integer .na.integer .na.integer .na.integer 4652

Meta Llama 3.1 8b Instruct #290 .na.integer .na.integer .na.integer .na.integer 49605

Granite 3.1 8b Instruct #291 .na.integer .na.integer .na.integer .na.integer 3090

Qwen 1.5 32b Chat #292 .na.integer .na.integer .na.integer .na.integer 21741

GPT 3.5 Turbo 1106 #293 .na.integer .na.integer .na.integer .na.integer 16619

Gemma 2 2b It #294 .na.integer .na.integer .na.integer .na.integer 46616

Phi 3 Medium 4k Instruct #295 .na.integer .na.integer .na.integer .na.integer 25055

Mixtral 8x7b Instruct V0.1 #296 .na.integer .na.integer .na.integer .na.integer 73503

Dbrx Instruct PreviewDatabricks #297 .na.integer .na.integer .na.integer .na.integer 32191

Internlm2 5 20b ChatInternLM #298 .na.integer .na.integer .na.integer .na.integer 9901

Qwen 1.5 14b Chat #299 .na.integer .na.integer .na.integer .na.integer 17839

Wizardlm 70b #300 .na.integer .na.integer .na.integer .na.integer 8214

DeepSeek Llm 67b Chat #301 .na.integer .na.integer .na.integer .na.integer 4932

01.AIyi 34b Chat01 AI #302 .na.integer .na.integer .na.integer .na.integer 15483

Granite 3.0 8b Instruct #303 .na.integer .na.integer .na.integer .na.integer 6638

Openchat 3.5OpenChat #304 .na.integer .na.integer .na.integer .na.integer 7968

Openchat 3.5 0106OpenChat #305 .na.integer .na.integer .na.integer .na.integer 12637

Gemma 1.1 7b It #306 .na.integer .na.integer .na.integer .na.integer 23893

Snowflake Arctic InstructSnowflake #307 .na.integer .na.integer .na.integer .na.integer 32832

Granite 3.1 2b Instruct #308 .na.integer .na.integer .na.integer .na.integer 3188

Tulu 2 Dpo 70bAllenAI UW #309 .na.integer .na.integer .na.integer .na.integer 6535

Openhermes 2.5 Mistral 7bNousResearch #310 .na.integer .na.integer .na.integer .na.integer 5006

Vicuna 33bLMSYS #311 .na.integer .na.integer .na.integer .na.integer 22479

Starling Lm 7b BetaNexusflow #312 .na.integer .na.integer .na.integer .na.integer 16056

Phi 3 Small 8k Instruct #313 .na.integer .na.integer .na.integer .na.integer 17766

Meta Llama 2 70b Chat #314 .na.integer .na.integer .na.integer .na.integer 38492

Starling Lm 7b AlphaUC Berkeley #315 .na.integer .na.integer .na.integer .na.integer 10224

Meta Llama 3.2 3b Instruct #316 .na.integer .na.integer .na.integer .na.integer 7936

Nous Hermes 2 Mixtral 8x7b DpoNousResearch #317 .na.integer .na.integer .na.integer .na.integer 3777

Granite 3.0 2b Instruct #318 .na.integer .na.integer .na.integer .na.integer 6837

Qwq 32b Preview #319 .na.integer .na.integer .na.integer .na.integer 3231

Llama2 70b Steerlm ChatNvidia #320 .na.integer .na.integer .na.integer .na.integer 3585

Solar 10.7b Instruct V1.0Upstage AI #321 .na.integer .na.integer .na.integer .na.integer 4155

Dolphin 2.2.1 Mistral 7bCognitive Computations #322 .na.integer .na.integer .na.integer .na.integer 1679

Mpt 30b ChatMosaicML #323 .na.integer .na.integer .na.integer .na.integer 2572

Mistral 7b Instruct V0.2 #324 .na.integer .na.integer .na.integer .na.integer 19402

Wizardlm 13b #325 .na.integer .na.integer .na.integer .na.integer 7044

Falcon 180b ChatTII #326 .na.integer .na.integer .na.integer .na.integer 1295

Qwen 1.5 7b Chat #327 .na.integer .na.integer .na.integer .na.integer 4737

Phi 3 Mini 4k Instruct June 2024 #328 .na.integer .na.integer .na.integer .na.integer 12297

Meta Llama 2 13b Chat #329 .na.integer .na.integer .na.integer .na.integer 19174

Vicuna 13bLMSYS #330 .na.integer .na.integer .na.integer .na.integer 19367

Qwen 14b Chat #331 .na.integer .na.integer .na.integer .na.integer 4964

Palm 2 #332 .na.integer .na.integer .na.integer .na.integer 8554

Gemma 7b It #333 .na.integer .na.integer .na.integer .na.integer 8925

Metacodellama 34b Instruct #334 .na.integer .na.integer .na.integer .na.integer 7366

Zephyr 7b BetaHuggingFace #335 .na.integer .na.integer .na.integer .na.integer 11118

Phi 3 Mini 128k Instruct #336 .na.integer .na.integer .na.integer .na.integer 20685

Phi 3 Mini 4k Instruct #337 .na.integer .na.integer .na.integer .na.integer 20118

Guanaco 33bUW #338 .na.integer .na.integer .na.integer .na.integer 2921

Zephyr 7b AlphaHuggingFace #339 .na.integer .na.integer .na.integer .na.integer 1785

Stripedhyena Nous 7bTogether AI #340 .na.integer .na.integer .na.integer .na.integer 5182

Metacodellama 70b Instruct #341 .na.integer .na.integer .na.integer .na.integer 1143

Gemma 1.1 2b It #342 .na.integer .na.integer .na.integer .na.integer 10854

Vicuna 7bLMSYS #343 .na.integer .na.integer .na.integer .na.integer 6923

Smollm2 1.7b InstructHuggingFace #344 .na.integer .na.integer .na.integer .na.integer 2199

Meta Llama 3.2 1b Instruct #345 .na.integer .na.integer .na.integer .na.integer 8045

Mistral 7b Instruct #346 .na.integer .na.integer .na.integer .na.integer 8977

Meta Llama 2 7b Chat #347 .na.integer .na.integer .na.integer .na.integer 14148

Gemma 2b It #348 .na.integer .na.integer .na.integer .na.integer 4780

Qwen 1.5 4b Chat #349 .na.integer .na.integer .na.integer .na.integer 7597

Olmo 7b InstructAi2 #350 .na.integer .na.integer .na.integer .na.integer 6328

Koala 13bUC Berkeley #351 .na.integer .na.integer .na.integer .na.integer 6965

Alpaca 13bStanford #352 .na.integer .na.integer .na.integer .na.integer 5745

GPT 4all 13b SnoozyNomic AI #353 .na.integer .na.integer .na.integer .na.integer 1743

Mpt 7b ChatMosaicML #354 .na.integer .na.integer .na.integer .na.integer 3924

Chatglm3 6bTsinghua #355 .na.integer .na.integer .na.integer .na.integer 4658

RWKV 4 Raven 14BRWKV #356 .na.integer .na.integer .na.integer .na.integer 4845

Chatglm2 6bTsinghua #357 .na.integer .na.integer .na.integer .na.integer 2658

Oasst Pythia 12bOpenAssistant #358 .na.integer .na.integer .na.integer .na.integer 6310

Chatglm 6bTsinghua #359 .na.integer .na.integer .na.integer .na.integer 4914

Fastchat T5 3bLMSYS #360 .na.integer .na.integer .na.integer .na.integer 4203

Dolly V2 12bDatabricks #361 .na.integer .na.integer .na.integer .na.integer 3412

Meta Llama 13b #362 .na.integer .na.integer .na.integer .na.integer 2391

Stabilitystablelm Tuned Alpha 7bStability AI #363 .na.integer .na.integer .na.integer .na.integer 3287

Operator Notes

Arena score and vote data are sourced from the public text leaderboard page at arena.ai and should be cited as an external benchmark.

Cost-benefit analysis only uses high-confidence joins to OpenRouter pricing records; unmatched or low-confidence rows stay visible without price claims.

If Arena scraping fails, this workflow falls back to OpenRouter benchmark metadata instead of returning an empty page.