Text generation and understanding
43
Models
27
Benchmarks
13
Providers
28
Open Weight
42
Deployable Now
27 self-host
43
Structured benchmark-backed rows
0
Signal-backed rows without full normalized tables
0
Benchmark-expected rows still catching up
| # | Model | Economic Footprint | Quality | Params | OCRBench | MMMU | Arena-Hard-Auto | Aider Polyglot | $/M In | Speed | Open |
|---|---|---|---|---|---|---|---|---|---|---|---|
51 | GPT-4.5 OpenAI Subscription |
| 76.6 |
| 60.4 |
| Undisclosed |
| 84.5 |
| 72.1 |
| 50.0 |
| 44.9 |
$75.00/M Cheapest verified |
| — |
35 | o3 OpenAI API AccessStructured | 69.2 | 59.7 | Undisclosed | — | — | 50.0 | 84.9 | $20.00/M Cheapest verified | — |
44 | GPT-4 Turbo OpenAI SubscriptionStructured | 67.8 | 51.0 | Undisclosed | — | — | — | — | $10.00/M Cheapest verified | — |
1 | GPT-5.5 OpenAI SubscriptionStructured | 65.5 | 65.8 | Undisclosed | — | 83.2 | — | — | $5.00/M Cheapest verified | — |
62 | mistral-large Mistral AI Open WeightsStructured | 56.6 | 46.1 | Unknown | — | — | — | 11.1 | $2.00/M Cheapest verified | — |
27 | GPT-4.1 OpenAI SubscriptionStructured | 56.5 | 61.2 | Undisclosed | — | 74.8 | 50.0 | 52.4 | $2.00/M Cheapest verified | — |
4 | GPT-5.4 OpenAI SubscriptionStructured | 55.0 | 68.3 | Undisclosed | — | 82.1 | — | — | $1.25/M Cheapest verified | — |
132 | Command R+ Cohere Open WeightsStructured | 53.6 | 63.6 | 104B | — | — | — | — | $2.50/M Cheapest verified | — |
162 | Mistral Large 2 Mistral AI Structured | 52.7 | 57.9 | 123B | — | — | — | — | $2.00/M Cheapest verified | — |
91 | llama-3-70b-instruct Meta Open WeightsStructured | 51.0 | 63.4 | 70B | — | — | — | — | Free Free | — |
15 | GPT-5.1 OpenAI SubscriptionStructured | 50.5 | 56.3 | Undisclosed | — | 85.4 | — | — | $1.25/M Cheapest verified | — |
9 | GPT-5.2 OpenAI SubscriptionStructured | 50.1 | 58.1 | Undisclosed | — | 85.9 | — | — | $1.25/M Cheapest verified | — |
97 | llama-3.1-405b-instruct Meta Open WeightsStructured | 49.9 | 61.7 | 405B | — | — | — | — | Free Cheapest verified | — |
47 | GPT-5 OpenAI SubscriptionStructured | 49.9 | 50.9 | Undisclosed | — | 84.6 | — | 88.0 | $1.25/M Cheapest verified | — |
23 | Phi 4 Microsoft Open WeightsStructured | 49.2 | 55.2 | 14B | — | — | — | — | $0.0650/M Cheapest verified | — |
17 | QwQ 32B Qwen Open WeightsStructured | 48.0 | 64.1 | 32B | — | — | 43.5 | 26.2 | $0.1500/M Cheapest verified | — |
52 | Llama 3.1 Nemotron 70B Instruct NVIDIA Open WeightsStructured | 47.8 | 51.4 | 70B | — | — | 10.3 | — | $1.20/M Cheapest verified | — |
73 | Llama 3.3 70B Meta Open WeightsStructured | 47.5 | 68.3 | 70B | — | — | — | — | $0.5400/M Cheapest verified | — |
83 | Qwen2.5-72B Alibaba Open WeightsStructured | 47.4 | 67.4 | 72B | — | — | 10.1 | — | $0.6000/M Cheapest verified | — |
31 | DeepSeek-V3 DeepSeek Open WeightsStructured | 47.2 | 79.6 | 685B | — | — | — | 74.2 | $0.2800/M Cheapest verified | 145 tok/s |
41 | DeepSeek-R1 DeepSeek Self-HostStructured | 46.8 | 80.4 | 671B | — | — | 58.0 | 74.2 | $0.2800/M Cheapest verified | — |
122 | Mixtral 8x22B Instruct Mistral AI Open WeightsStructured | 46.8 | 33.0 | 176B | — | — | — | — | $0.5000/M Cheapest verified | — |
65 | Gemma 3 27B | 46.4 | 63.5 | 27B | — | — | 15.0 | 4.9 | Free Cheapest verified | — |
29 | Grok 4.3 xAI SubscriptionStructured | 46.1 | 58.5 | Undisclosed | — | — | — | — | $1.25/M Cheapest verified | — |
42 | Llama 4 Maverick Meta Open WeightsStructured | 45.4 | 72.9 | 400B | — | — | — | 15.6 | Free Cheapest verified | 88 tok/s |
136 | Nemotron 70B NVIDIA Open WeightsStructured | 45.3 | 65.5 | 70B | — | — | 10.3 | — | Free Cheapest verified | — |
36 | Kimi K2 Moonshot AI SubscriptionStructured | 45.2 | 55.5 | Undisclosed | — | — | — | 59.1 | $0.5700/M Cheapest verified | — |
37 | Qwen3 Max Qwen Open WeightsStructured | 44.6 | 43.6 | Unknown | — | — | — | 8.0 | $0.7800/M Cheapest verified | — |
12 | DeepSeek V3.2 Speciale DeepSeek Open WeightsStructured | 44.1 | 64.7 | Unknown | — | — | — | 74.2 | $0.2800/M Cheapest verified | — |
39 | Qwen3-235B Alibaba Open WeightsStructured | 43.6 | 79.6 | 235B | — | — | 58.4 | 59.6 | $0.8000/M Cheapest verified | 72 tok/s |
95 | grok-4 xAI SubscriptionStructured | 42.6 | 67.0 | Undisclosed | — | — | — | 79.6 | $3.00/M Cheapest verified | — |
40 | Qwen3 Max Thinking Qwen Open WeightsStructured | 42.1 | 42.2 | Unknown | — | — | — | 8.0 | $0.7800/M Cheapest verified | — |
26 | MiniMax M2 MiniMax Open WeightsStructured | 40.6 | 47.9 | Unknown | — | — | — | — | $0.2550/M Cheapest verified | — |
24 | MiniMax M2.5 MiniMax Open WeightsStructured | 38.8 | 47.9 | Unknown | — | — | — | — | $0.1500/M Cheapest verified | — |
203 | mixtral-8x7b-instruct-v0.1 Mistral AI Open WeightsStructured | 38.7 | 43.7 | 56B | — | — | — | — | Free Free | — |
16 | MiniMax M2.1 MiniMax SubscriptionStructured | 38.1 | 44.1 | Undisclosed | — | — | — | — | $0.2900/M Cheapest verified | — |
115 | deepseek-v3.1 DeepSeek Open WeightsStructured | 37.6 | 71.4 | Unknown | — | — | — | 74.2 | $0.2800/M Cheapest verified | — |
134 | qwen3-235b-a22b-instruct-2507 Qwen Open WeightsStructured | 36.5 | 72.5 | 235B | — | — | 58.4 | — | Free Free | — |
18 | MiniMax M2.7 MiniMax SubscriptionStructured | 36.5 | 42.0 | Undisclosed | — | — | — | — | $0.2790/M Cheapest verified | — |
131 | DeepSeek-V3.2 DeepSeek Open WeightsStructured | 34.1 | 72.6 | Unknown | — | — | — | 74.2 | $0.2800/M Cheapest verified | — |
80 | Nemotron 3 Super NVIDIA Open WeightsStructured | 33.1 | 43.4 | 120B | — | — | — | — | $0.0900/M Cheapest verified | — |
211 | mistral-7b-instruct-v0.2 Mistral AI Open WeightsStructured | 32.5 | 37.7 | 7B | — | — | — | — | Free Free | — |
93 | DeepSeek-V4-Pro DeepSeek Ready to UseStructured | 31.4 | 68.5 | Unknown | — | — | — | 74.2 | Free Free | — |