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 2026-07-10 17:33:31 +0800 Source: Arena public leaderboard page

Arena Tables

1

Ranked Models

369

Cost Matches

187

High-Confidence Price Joins

48

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:

  1. Arena leaderboard performance and vote data as an external benchmark signal
  2. 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
42 models plotted with trusted price-benefit matches.

Top Overall Leaders

Anthropic Claude Fable 5

Overall #1 | 4350 votes

No trusted price

Anthropic Claude Opus 4 6 Thinking

Overall #2 | 55102 votes

No trusted price

Metamuse Spark

Overall #6 | 13591 votes

No trusted price

Gemini 3.1 Pro Preview

Overall #7 | 73099 votes

No trusted price

GPT 5.5 High

Overall #10 | 37260 votes

No trusted price

Gemini 3.5 Flash

Overall #11 | 15261 votes

No trusted price

Qwen 3.7 Max Preview

Overall #15 | 3727 votes

No trusted price

Grok 4.20 Beta 0309 ReasoningSpace

Overall #17 | 51724 votes

No trusted price

Grok 4.20 Beta1Space

Overall #18 | 26920 votes

No trusted price

Anthropic Claude Opus 4 5 20251101 Thinking 32k

Overall #20 | 37085 votes

No trusted price

GLM 5.1

Overall #22 | 22689 votes

No trusted price

Anthropic Claude Sonnet 4 6

Overall #23 | 48706 votes

No trusted price

Most Voted

GPT 4o 2024 05 13

Overall #185 | Score 1346

112881

Meta Llama 3 8b Instruct

Overall #289 | Score 1223

104642

Anthropic Claude Haiku 4 5 20251001

Overall #108 | Score 1411

100212

GPT 4 1106 Preview

Overall #228 | Score 1312

100105

GPT 4 Turbo 2024 04 09

Overall #208 | Score 1324

98114

Qwen 3 235b A22b Instruct 2507

Overall #86 | Score 1423

97195

Mistral Medium 2508

Overall #112 | Score 1410

93943

GPT 4 0125 Preview

Overall #227 | Score 1313

93439

GPT 4 0613

Overall #260 | Score 1275

88723

Anthropic Claude Sonnet 4 5 20250929 Thinking 32k

Overall #41 | Score 1455

82456

ChatGPT 4o Latest 20250326

Overall #59 | Score 1443

82424

Gemini 1.5 Pro 001

Overall #210 | Score 1324

79138

Best Value

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

Gemma 4 26b A4b

Overall #63 | Google: Gemma 4 26B A4B

$0.06 5116.7

DeepSeek V4 Flash Thinking

Overall #65 | DeepSeek: DeepSeek V4 Flash

$0.09 3388.9

Qwen 3 235b A22b Instruct 2507

Overall #86 | Qwen: Qwen3 235B A22B Instruct 2507

$0.09 3155.6

Qwen 3 Next 80b A3b Instruct

Overall #119 | Qwen: Qwen3 Next 80B A3B Instruct

$0.09 2788.9

Qwen 3 Vl 235b A22b Instruct

Overall #103 | Qwen: Qwen3 VL 235B A22B Instruct

$0.2 1335

DeepSeek V3.2 Exp Thinking

Overall #83 | DeepSeek: DeepSeek V3.2 Exp

$0.27 1063

Qwen 3.5 122b A10b

Overall #98 | Qwen: Qwen3.5-122B-A10B

$0.26 1046.2

DeepSeek V3.1 Terminus Thinking

Overall #93 | DeepSeek: DeepSeek V3.1 Terminus

$0.27 1025.9

Qwen 3.5 397b A17b

Overall #60 | Qwen: Qwen3.5 397B A17B

$0.385 805.2

Mimo V2.5 Pro

Overall #29 | Xiaomi: MiMo-V2.5-Pro

$0.435 783.9

DeepSeek V4 Pro

Overall #38 | DeepSeek: DeepSeek V4 Pro

$0.435 763.2

DeepSeek R1 0528

Overall #89 | DeepSeek: R1 0528

$0.5 562

Specialization Leaders

Area Model Rank Prompt Price Value Score

Arena Snapshot By Modality

Text ArenašŸ†Overall

#1 Anthropic Claude Fable 5 1509 | 4350
#2 Anthropic Claude Opus 4 6 Thinking 1504 | 55102
#3 Anthropic Claude Opus 4 7 Thinking 1502 | 41868
#4 Anthropic Claude Opus 4 6 1499 | 58565
#5 Anthropic Claude Opus 4 7 1494 | 43053

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 Fable 5 #1 .na.integer .na.integer .na.integer .na.integer 4350
Anthropic Claude Opus 4 6 Thinking #2 .na.integer .na.integer .na.integer .na.integer 55102
Anthropic Claude Opus 4 7 Thinking #3 .na.integer .na.integer .na.integer .na.integer 41868
Anthropic Claude Opus 4 6 #4 .na.integer .na.integer .na.integer .na.integer 58565
Anthropic Claude Opus 4 7 #5 .na.integer .na.integer .na.integer .na.integer 43053
Metamuse Spark #6 .na.integer .na.integer .na.integer .na.integer 13591
Gemini 3.1 Pro Preview #7 .na.integer .na.integer .na.integer .na.integer 73099
Gemini 3 Pro #8 .na.integer .na.integer .na.integer .na.integer 41306
Anthropic Claude Opus 4 8 Thinking #9 .na.integer .na.integer .na.integer .na.integer 22340
GPT 5.5 High #10 .na.integer .na.integer .na.integer .na.integer 37260
Gemini 3.5 Flash #11 .na.integer .na.integer .na.integer .na.integer 15261
GPT 5.4 High #12 .na.integer .na.integer .na.integer .na.integer 50378
Anthropic Claude Opus 4 8 #13 .na.integer .na.integer .na.integer .na.integer 22687
GPT 5.2 Chat Latest 20260210 #14 .na.integer .na.integer .na.integer .na.integer 34518
Qwen 3.7 Max Preview #15 .na.integer .na.integer .na.integer .na.integer 3727
GPT 5.5 #16 .na.integer .na.integer .na.integer .na.integer 38470
Grok 4.20 Beta 0309 ReasoningSpace #17 .na.integer .na.integer .na.integer .na.integer 51724
Grok 4.20 Beta1Space #18 .na.integer .na.integer .na.integer .na.integer 26920
Gemini 3 Flash #19 .na.integer .na.integer .na.integer .na.integer 30711
Anthropic Claude Opus 4 5 20251101 Thinking 32k #20 .na.integer .na.integer .na.integer .na.integer 37085
GPT 5.5 Instant #21 .na.integer .na.integer .na.integer .na.integer 26172
GLM 5.1 #22 .na.integer .na.integer .na.integer .na.integer 22689
Anthropic Claude Sonnet 4 6 #23 .na.integer .na.integer .na.integer .na.integer 48706
Grok 4.20 Multi Agent Beta 0309Space #24 .na.integer .na.integer .na.integer .na.integer 50647 $1.25
Anthropic Claude Opus 4 5 20251101 #25 .na.integer .na.integer .na.integer .na.integer 71135
GLM 5.2 #26 .na.integer .na.integer .na.integer .na.integer 9338
Ernie 5.1Baidu #27 .na.integer .na.integer .na.integer .na.integer 32742
GPT 5.4 #28 .na.integer .na.integer .na.integer .na.integer 53056
Mimo V2.5 Pro #29 .na.integer .na.integer .na.integer .na.integer 34468 $0.435
Grok 4.1 ThinkingSpace #30 .na.integer .na.integer .na.integer .na.integer 65565
Qwen 3.5 Max Preview #31 .na.integer .na.integer .na.integer .na.integer 21531
Anthropic Claude Sonnet 5 High #32 .na.integer .na.integer .na.integer .na.integer 4385
Qwen 3.7 Plus #33 .na.integer .na.integer .na.integer .na.integer 14900
Kimi K2.6 #34 .na.integer .na.integer .na.integer .na.integer 32657
Qwen 3.6 Max Preview #35 .na.integer .na.integer .na.integer .na.integer 5215
Gemini 3 Flash #36 .na.integer .na.integer .na.integer .na.integer 75608
Grok 4.1Space #37 .na.integer .na.integer .na.integer .na.integer 67704
DeepSeek V4 Pro #38 .na.integer .na.integer .na.integer .na.integer 37116 $0.435
GLM 5 #39 .na.integer .na.integer .na.integer .na.integer 27897
DeepSeek V4 Pro Thinking #40 .na.integer .na.integer .na.integer .na.integer 35108 $0.435
Anthropic Claude Sonnet 4 5 20250929 Thinking 32k #41 .na.integer .na.integer .na.integer .na.integer 82456
Anthropic Claude Sonnet 4 5 20250929 #42 .na.integer .na.integer .na.integer .na.integer 80895
ByteDance Dola Seed 2.0 Pro #43 .na.integer .na.integer .na.integer .na.integer 59361
GPT 5.1 High #44 .na.integer .na.integer .na.integer .na.integer 40823
Gemma 4 31b #45 .na.integer .na.integer .na.integer .na.integer 5898
Kimi K2.5 Thinking #46 .na.integer .na.integer .na.integer .na.integer 55504
GPT 5.4 Mini High #47 .na.integer .na.integer .na.integer .na.integer 48963
Anthropic Claude Opus 4 1 20250805 Thinking 16k #48 .na.integer .na.integer .na.integer .na.integer 49773
Ernie 5.0 Preview 1203Baidu #49 .na.integer .na.integer .na.integer .na.integer 9746
GPT 5.3 Chat Latest #50 .na.integer .na.integer .na.integer .na.integer 33084
Mimo V2 Pro #51 .na.integer .na.integer .na.integer .na.integer 24557 $0.435
Anthropic Claude Opus 4 1 20250805 #52 .na.integer .na.integer .na.integer .na.integer 77292
Ernie 5.0 0110Baidu #53 .na.integer .na.integer .na.integer .na.integer 35291
MiniMax M3 #54 .na.integer .na.integer .na.integer .na.integer 19761
Gemini 2.5 Pro #55 .na.integer .na.integer .na.integer .na.integer 124527
GPT 4.5 Preview 2025 02 27 #56 .na.integer .na.integer .na.integer .na.integer 14547
Grok 4.3Space #57 .na.integer .na.integer .na.integer .na.integer 37636
Qwen 3.6 Plus #58 .na.integer .na.integer .na.integer .na.integer 36564
ChatGPT 4o Latest 20250326 #59 .na.integer .na.integer .na.integer .na.integer 82424
Qwen 3.5 397b A17b #60 .na.integer .na.integer .na.integer .na.integer 50832 $0.385
GLM 4.7 #61 .na.integer .na.integer .na.integer .na.integer 12105
GPT 5.1 #62 .na.integer .na.integer .na.integer .na.integer 43455
Gemma 4 26b A4b #63 .na.integer .na.integer .na.integer .na.integer 5812 $0.06
GPT 5.2 High #64 .na.integer .na.integer .na.integer .na.integer 48052
DeepSeek V4 Flash Thinking #65 .na.integer .na.integer .na.integer .na.integer 36653 $0.09
DeepSeek V4 Flash #66 .na.integer .na.integer .na.integer .na.integer 36817 $0.09
Longcat Flash Chat 2602 ExpMeituan #67 .na.integer .na.integer .na.integer .na.integer 28162
GPT 5.2 #68 .na.integer .na.integer .na.integer .na.integer 68870
Qwen 3 Max Preview #69 .na.integer .na.integer .na.integer .na.integer 27707
GPT 5 High #70 .na.integer .na.integer .na.integer .na.integer 31915
Mimo V2.5 #71 .na.integer .na.integer .na.integer .na.integer 35255
Gemini 3.1 Flash Lite Preview #72 .na.integer .na.integer .na.integer .na.integer 57809
Kimi K2.5 Instant #73 .na.integer .na.integer .na.integer .na.integer 8185
Grok 4 1 Fast ReasoningSpace #74 .na.integer .na.integer .na.integer .na.integer 56849
O3 2025 04 16 #75 .na.integer .na.integer .na.integer .na.integer 59721
Mimo V2 Omni #76 .na.integer .na.integer .na.integer .na.integer 19629
Kimi K2 Thinking Turbo #77 .na.integer .na.integer .na.integer .na.integer 62069
Amazon Nova Experimental Chat 26 02 10 #78 .na.integer .na.integer .na.integer .na.integer 3421
GPT 5 Chat #79 .na.integer .na.integer .na.integer .na.integer 31551
Mistral Medium 3.5 #80 .na.integer .na.integer .na.integer .na.integer 10782
GLM 4.6 #81 .na.integer .na.integer .na.integer .na.integer 35637
DeepSeek V3.2 #82 .na.integer .na.integer .na.integer .na.integer 47254
DeepSeek V3.2 Exp Thinking #83 .na.integer .na.integer .na.integer .na.integer 9071 $0.27
Anthropic Claude Opus 4 20250514 Thinking 16k #84 .na.integer .na.integer .na.integer .na.integer 36870
Qwen 3 Max 2025 09 23 #85 .na.integer .na.integer .na.integer .na.integer 9151
Qwen 3 235b A22b Instruct 2507 #86 .na.integer .na.integer .na.integer .na.integer 97195 $0.09
DeepSeek V3.2 Thinking #87 .na.integer .na.integer .na.integer .na.integer 41062
DeepSeek V3.2 Exp #88 .na.integer .na.integer .na.integer .na.integer 11921 $0.27
DeepSeek R1 0528 #89 .na.integer .na.integer .na.integer .na.integer 18457 $0.5
Grok 4 Fast ChatSpace #90 .na.integer .na.integer .na.integer .na.integer 6808
Nvidia Nemotron 3 Ultra 550b A55b Nvfp4Nvidia #91 .na.integer .na.integer .na.integer .na.integer 8417 $0.5
Ernie 5.0 Preview 1022Baidu #92 .na.integer .na.integer .na.integer .na.integer 4705
DeepSeek V3.1 Terminus Thinking #93 .na.integer .na.integer .na.integer .na.integer 3459 $0.27
Kimi K2 0905 Preview #94 .na.integer .na.integer .na.integer .na.integer 11772 $0.6
Kimi K2 0711 Preview #95 .na.integer .na.integer .na.integer .na.integer 27627 $0.57
DeepSeek V3.1 #96 .na.integer .na.integer .na.integer .na.integer 14954
DeepSeek V3.1 Thinking #97 .na.integer .na.integer .na.integer .na.integer 11731
Qwen 3.5 122b A10b #98 .na.integer .na.integer .na.integer .na.integer 28563 $0.26
MiniMax M2.7 #99 .na.integer .na.integer .na.integer .na.integer 42368
Amazon Nova Experimental Chat 26 01 10 #100 .na.integer .na.integer .na.integer .na.integer 3410
DeepSeek V3.1 Terminus #101 .na.integer .na.integer .na.integer .na.integer 3691 $0.27
Mistral Large 3 #102 .na.integer .na.integer .na.integer .na.integer 44086
Qwen 3 Vl 235b A22b Instruct #103 .na.integer .na.integer .na.integer .na.integer 11501 $0.2
GPT 4.1 2025 04 14 #104 .na.integer .na.integer .na.integer .na.integer 50955
Tencent Hunyuan Hy3 Preview #105 .na.integer .na.integer .na.integer .na.integer 6674
Anthropic Claude Opus 4 20250514 #106 .na.integer .na.integer .na.integer .na.integer 44191
Grok 3 Preview 02 24Space #107 .na.integer .na.integer .na.integer .na.integer 32900
Anthropic Claude Haiku 4 5 20251001 #108 .na.integer .na.integer .na.integer .na.integer 100212
GLM 4.5 #109 .na.integer .na.integer .na.integer .na.integer 24293
Gemini 2.5 Flash #110 .na.integer .na.integer .na.integer .na.integer 124477
Grok 4 0709Space #111 .na.integer .na.integer .na.integer .na.integer 41363
Mistral Medium 2508 #112 .na.integer .na.integer .na.integer .na.integer 93943
Qwen 3.5 27b #113 .na.integer .na.integer .na.integer .na.integer 27408
Gemini 2.5 Flash Preview 09 2025 #114 .na.integer .na.integer .na.integer .na.integer 32884
Grok 4 Fast ReasoningSpace #115 .na.integer .na.integer .na.integer .na.integer 18708
GPT 5.4 Nano High #116 .na.integer .na.integer .na.integer .na.integer 48005
Qwen 3 235b A22b No Thinking #117 .na.integer .na.integer .na.integer .na.integer 38191
O1 2024 12 17 #118 .na.integer .na.integer .na.integer .na.integer 27807
Qwen 3 Next 80b A3b Instruct #119 .na.integer .na.integer .na.integer .na.integer 22865 $0.09
Longcat Flash ChatMeituan #120 .na.integer .na.integer .na.integer .na.integer 11380
Qwen 3 235b A22b Thinking 2507 #121 .na.integer .na.integer .na.integer .na.integer 8991 $0.15
Anthropic Claude Sonnet 4 20250514 Thinking 32k #122 .na.integer .na.integer .na.integer .na.integer 35086
DeepSeek R1 #123 .na.integer .na.integer .na.integer .na.integer 18524 $0.7
Qwen 3.5 Flash #124 .na.integer .na.integer .na.integer .na.integer 48877
Qwen 3 Vl 235b A22b Thinking #125 .na.integer .na.integer .na.integer .na.integer 7939
Qwen 3.5 35b A3b #126 .na.integer .na.integer .na.integer .na.integer 29211 $0.14
DeepSeek V3 0324 #127 .na.integer .na.integer .na.integer .na.integer 45491 $0.24
Tencent Hunyuan Vision 1.5 Thinking #128 .na.integer .na.integer .na.integer .na.integer 2218
Stepfunstep 3.5 FlashStepFun #129 .na.integer .na.integer .na.integer .na.integer 52274
Amazon Nova Experimental Chat 12 10 #130 .na.integer .na.integer .na.integer .na.integer 3676
Mimo V2 Flash #131 .na.integer .na.integer .na.integer .na.integer 46660
MiniMax M2.5 #132 .na.integer .na.integer .na.integer .na.integer 41241
GPT 5 Mini High #133 .na.integer .na.integer .na.integer .na.integer 27016
O4 Mini 2025 04 16 #134 .na.integer .na.integer .na.integer .na.integer 45433
Anthropic Claude Sonnet 4 20250514 #135 .na.integer .na.integer .na.integer .na.integer 40294
O1 Preview #136 .na.integer .na.integer .na.integer .na.integer 31122
Qwen 3 Coder 480b A35b Instruct #137 .na.integer .na.integer .na.integer .na.integer 25709 $0.22
Mimo V2 Flash #138 .na.integer .na.integer .na.integer .na.integer 10955
Anthropic Claude 3 7 Sonnet 20250219 Thinking 32k #139 .na.integer .na.integer .na.integer .na.integer 38819
Tencent Hunyuan T1 20250711 #140 .na.integer .na.integer .na.integer .na.integer 4701
Mistral Medium 2505 #141 .na.integer .na.integer .na.integer .na.integer 33206
MiniMax M2.1 Preview #142 .na.integer .na.integer .na.integer .na.integer 17112
Qwen 3 30b A3b Instruct 2507 #143 .na.integer .na.integer .na.integer .na.integer 23720 $0.048
GPT 4.1 Mini 2025 04 14 #144 .na.integer .na.integer .na.integer .na.integer 39308
Tencent Hunyuan Turbos 20250416 #145 .na.integer .na.integer .na.integer .na.integer 10722
Gemini 2.5 Flash Lite Preview 09 2025 No Thinking #146 .na.integer .na.integer .na.integer .na.integer 47204
Trinity Large PreviewApache 2.0 #147 .na.integer .na.integer .na.integer .na.integer 30115
GLM 4.6v #148 .na.integer .na.integer .na.integer .na.integer 2802
Qwen 3 235b A22b #149 .na.integer .na.integer .na.integer .na.integer 26259
Gemini 2.5 Flash Lite Preview 06 17 Thinking #150 .na.integer .na.integer .na.integer .na.integer 32886
Qwen 2.5 Max #151 .na.integer .na.integer .na.integer .na.integer 32617
GLM 4.5 Air #152 .na.integer .na.integer .na.integer .na.integer 31066
Anthropic Claude 3 5 Sonnet 20241022 #153 .na.integer .na.integer .na.integer .na.integer 88333
Anthropic Claude 3 7 Sonnet 20250219 #154 .na.integer .na.integer .na.integer .na.integer 43169
Qwen 3 Next 80b A3b Thinking #155 .na.integer .na.integer .na.integer .na.integer 13686
Trinity Large ThinkingApache 2.0 #156 .na.integer .na.integer .na.integer .na.integer 29229
GLM 4.7 Flash #157 .na.integer .na.integer .na.integer .na.integer 11724
Amazon Nova Experimental Chat 11 10 #158 .na.integer .na.integer .na.integer .na.integer 25376
Gemma 3 27b It #159 .na.integer .na.integer .na.integer .na.integer 47513 $0.08
MiniMax M1 #160 .na.integer .na.integer .na.integer .na.integer 35177
O3 Mini High #161 .na.integer .na.integer .na.integer .na.integer 18589
Grok 3 Mini HighSpace #162 .na.integer .na.integer .na.integer .na.integer 16953
Nvidia Nemotron 3 Super 120b A12bNvidia #163 .na.integer .na.integer .na.integer .na.integer 7547 $0.08
Gemini 2.0 Flash 001 #164 .na.integer .na.integer .na.integer .na.integer 43740
DeepSeek V3 #165 .na.integer .na.integer .na.integer .na.integer 21770
Mistral Small 2506 #166 .na.integer .na.integer .na.integer .na.integer 17698
Grok 3 Mini BetaSpace #167 .na.integer .na.integer .na.integer .na.integer 22703
Intellect 3MIT #168 .na.integer .na.integer .na.integer .na.integer 5329
Coherecommand A 03 2025Cohere #169 .na.integer .na.integer .na.integer .na.integer 56234
GLM 4.5v #170 .na.integer .na.integer .na.integer .na.integer 4956
Gemini 2.0 Flash Lite Preview 02 05 #171 .na.integer .na.integer .na.integer .na.integer 24955
GPT Oss 120b #172 .na.integer .na.integer .na.integer .na.integer 30639 $0.036
Gemini 1.5 Pro 002 #173 .na.integer .na.integer .na.integer .na.integer 55606
Amazon Nova Experimental Chat 10 20 #174 .na.integer .na.integer .na.integer .na.integer 11469
Tencent Hunyuan Turbos 20250226 #175 .na.integer .na.integer .na.integer .na.integer 2220
Stepfunstep 3StepFun #176 .na.integer .na.integer .na.integer .na.integer 6537
Amazon Nova Experimental Chat 10 09 #177 .na.integer .na.integer .na.integer .na.integer 2832
O3 Mini #178 .na.integer .na.integer .na.integer .na.integer 57325
Llama 3.1 Nemotron Ultra 253b V1Nvidia #179 .na.integer .na.integer .na.integer .na.integer 2549
Qwen 3 32b #180 .na.integer .na.integer .na.integer .na.integer 3926
Mercury 2Inception AI #181 .na.integer .na.integer .na.integer .na.integer 3123
Ling Flash 2.0Ant Group #182 .na.integer .na.integer .na.integer .na.integer 7003
Qwen Plus 0125 #183 .na.integer .na.integer .na.integer .na.integer 5819
MiniMax M2 #184 .na.integer .na.integer .na.integer .na.integer 6864
GPT 4o 2024 05 13 #185 .na.integer .na.integer .na.integer .na.integer 112881 $5
Nvidia Llama 3.3 Nemotron Super 49b V1.5Nvidia #186 .na.integer .na.integer .na.integer .na.integer 3346
GLM 4 Plus 0111 #187 .na.integer .na.integer .na.integer .na.integer 5760
Anthropic Claude 3 5 Sonnet 20240620 #188 .na.integer .na.integer .na.integer .na.integer 82419
Gemma 3 12b It #189 .na.integer .na.integer .na.integer .na.integer 3829 $0.05
Tencent Hunyuan Turbo 0110 #190 .na.integer .na.integer .na.integer .na.integer 2290
GPT 5 Nano High #191 .na.integer .na.integer .na.integer .na.integer 8257
O1 Mini #192 .na.integer .na.integer .na.integer .na.integer 51981
Nova 2 Lite #193 .na.integer .na.integer .na.integer .na.integer 12233
Qwq 32b #194 .na.integer .na.integer .na.integer .na.integer 25382
Grok 2 2024 08 13Space #195 .na.integer .na.integer .na.integer .na.integer 63498
Gemini Advanced 0514 #196 .na.integer .na.integer .na.integer .na.integer 50148
GPT 4o 2024 08 06 #197 .na.integer .na.integer .na.integer .na.integer 45499 $2.5
Meta Llama 3.1 405b Instruct Bf16 #198 .na.integer .na.integer .na.integer .na.integer 41375
Stepfunstep 2 16k Exp 202412StepFun #199 .na.integer .na.integer .na.integer .na.integer 4833
Meta Llama 3.1 405b Instruct Fp8 #200 .na.integer .na.integer .na.integer .na.integer 59656
Olmo 3.1 32b InstructAi2 #201 .na.integer .na.integer .na.integer .na.integer 12217
Molmo 2 8bAi2 #202 .na.integer .na.integer .na.integer .na.integer 803
Yi LightningProprietary #203 .na.integer .na.integer .na.integer .na.integer 27332
Llama 3.3 Nemotron 49b Super V1Nvidia #204 .na.integer .na.integer .na.integer .na.integer 2218
Qwen 3 30b A3b #205 .na.integer .na.integer .na.integer .na.integer 26474
Meta Llama 4 Maverick 17b 128e Instruct #206 .na.integer .na.integer .na.integer .na.integer 39967
Tencent Hunyuan Large 2025 02 10 #207 .na.integer .na.integer .na.integer .na.integer 3738
GPT 4 Turbo 2024 04 09 #208 .na.integer .na.integer .na.integer .na.integer 98114
Anthropic Claude 3 5 Haiku 20241022 #209 .na.integer .na.integer .na.integer .na.integer 69947
Gemini 1.5 Pro 001 #210 .na.integer .na.integer .na.integer .na.integer 79138
DeepSeek V2.5 1210 #211 .na.integer .na.integer .na.integer .na.integer 6795
Meta Llama 4 Scout 17b 16e Instruct #212 .na.integer .na.integer .na.integer .na.integer 30275
GPT 4.1 Nano 2025 04 14 #213 .na.integer .na.integer .na.integer .na.integer 6103
Anthropic Claude 3 Opus 20240229 #214 .na.integer .na.integer .na.integer .na.integer 194909
Ring Flash 2.0Ant Group #215 .na.integer .na.integer .na.integer .na.integer 7137
Stepfunstep 1o Turbo 202506StepFun #216 .na.integer .na.integer .na.integer .na.integer 9033
GLM 4 Plus #217 .na.integer .na.integer .na.integer .na.integer 26126
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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.