Text generation and understanding
43
Models
26
Benchmarks
13
Providers
29
Open Weight
42
Deployable Now
28 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 | MMLU | MATH Lvl 5 | Aider Polyglot | TAU-Bench | $/M In | Speed | Open |
|---|---|---|---|---|---|---|---|---|---|---|---|
35 | o3 OpenAI API Access |
| 69.2 |
| 59.7 |
| Undisclosed |
| 85.3 |
| 99.2 |
| 84.9 |
| 82.5 |
$20.00/M Cheapest verified |
| — |
44 | GPT-4 Turbo OpenAI SubscriptionStructured | 67.8 | 51.0 | Undisclosed | 69.4 | 73.7 | — | — | $10.00/M Cheapest verified | — |
1 | GPT-5.5 OpenAI SubscriptionStructured | 65.5 | 65.5 | Undisclosed | — | — | — | 98.0 | $5.00/M Cheapest verified | — |
62 | mistral-large Mistral AI Open WeightsStructured | 56.6 | 46.1 | Unknown | 84.0 | — | 11.1 | 43.2 | $2.00/M Cheapest verified | — |
26 | GPT-4.1 OpenAI SubscriptionStructured | 56.5 | 61.2 | Undisclosed | 80.6 | 91.3 | 52.4 | 71.8 | $2.00/M Cheapest verified | — |
4 | GPT-5.4 OpenAI SubscriptionStructured | 55.0 | 68.3 | Undisclosed | — | — | — | 98.9 | $1.25/M Cheapest verified | — |
130 | Command R+ Cohere Open WeightsStructured | 53.6 | 63.6 | 104B | 75.7 | — | — | — | $2.50/M Cheapest verified | — |
162 | Mistral Large 2 Mistral AI Structured | 52.7 | 57.9 | 123B | — | — | — | 43.2 | $2.00/M Cheapest verified | — |
92 | llama-3-70b-instruct Meta Open WeightsStructured | 51.0 | 63.4 | 70B | 82.0 | — | — | — | Free Free | — |
16 | GPT-5.1 OpenAI SubscriptionStructured | 50.5 | 56.3 | Undisclosed | — | — | — | 95.6 | $1.25/M Cheapest verified | — |
10 | GPT-5.2 OpenAI SubscriptionStructured | 50.1 | 58.2 | Undisclosed | 89.6 | — | — | 98.7 | $1.25/M Cheapest verified | — |
99 | llama-3.1-405b-instruct Meta Open WeightsStructured | 49.9 | 61.7 | 405B | 87.3 | — | — | — | Free Cheapest verified | — |
46 | GPT-5 OpenAI SubscriptionStructured | 49.9 | 50.9 | Undisclosed | — | — | 88.0 | 96.7 | $1.25/M Cheapest verified | — |
22 | Phi 4 Microsoft Open WeightsStructured | 49.2 | 55.2 | 14B | 71.4 | 50.0 | — | — | $0.0650/M Cheapest verified | — |
15 | QwQ 32B Qwen Open WeightsStructured | 48.0 | 64.1 | 32B | 76.4 | 95.7 | 26.2 | — | $0.1500/M Cheapest verified | — |
52 | Llama 3.1 Nemotron 70B Instruct NVIDIA Open WeightsStructured | 47.8 | 51.4 | 70B | — | 42.7 | — | — | $1.20/M Cheapest verified | — |
72 | Llama 3.3 70B Meta Open WeightsStructured | 47.5 | 68.3 | 70B | 86.0 | 48.3 | — | — | $0.5400/M Cheapest verified | — |
85 | Qwen2.5-72B Alibaba Open WeightsStructured | 47.4 | 67.4 | 72B | 86.1 | 39.1 | — | — | $0.6000/M Cheapest verified | — |
30 | DeepSeek-V3 DeepSeek Open WeightsStructured | 47.2 | 79.6 | 685B | 87.1 | 90.2 | 74.2 | — | $0.2800/M Cheapest verified | 145 tok/s |
40 | DeepSeek-R1 DeepSeek Self-HostStructured | 46.8 | 80.4 | 671B | 90.8 | 97.3 | 74.2 | — | $0.2800/M Cheapest verified | — |
117 | Mixtral 8x22B Instruct Mistral AI Open WeightsStructured | 46.8 | 33.0 | 176B | 53.7 | 54.5 | — | — | $0.5000/M Cheapest verified | — |
63 | Gemma 3 27B | 46.4 | 63.5 | 27B | — | — | 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 | 80.9 | 88.9 | 15.6 | 45.7 | Free Cheapest verified | 88 tok/s |
136 | Nemotron 70B NVIDIA Open WeightsStructured | 45.3 | 65.5 | 70B | — | — | — | — | Free Cheapest verified | — |
36 | Kimi K2 Moonshot AI SubscriptionStructured | 45.1 | 55.5 | Undisclosed | 82.4 | 97.1 | 59.1 | — | $0.5700/M Cheapest verified | — |
37 | Qwen3 Max Qwen Self-HostStructured | 44.6 | 43.6 | Unknown | 84.1 | — | 8.0 | — | $0.7800/M Cheapest verified | — |
14 | DeepSeek V3.2 Speciale DeepSeek Open WeightsStructured | 44.1 | 64.7 | Unknown | 86.3 | — | 74.2 | — | $0.2800/M Cheapest verified | — |
39 | Qwen3-235B Alibaba Self-HostStructured | 43.6 | 79.6 | 235B | — | — | 59.6 | 48.1 | $0.8000/M Cheapest verified | 72 tok/s |
95 | grok-4 xAI SubscriptionStructured | 42.6 | 67.0 | Undisclosed | 86.6 | 99.0 | 79.6 | 17.6 | $3.00/M Cheapest verified | — |
41 | Qwen3 Max Thinking Qwen Self-HostStructured | 42.1 | 42.3 | Unknown | — | — | 8.0 | — | $0.7800/M Cheapest verified | — |
24 | MiniMax M2 MiniMax Open WeightsStructured | 40.5 | 48.0 | Unknown | 82.0 | — | — | — | $0.2550/M Cheapest verified | — |
203 | mixtral-8x7b-instruct-v0.1 Mistral AI Open WeightsStructured | 38.7 | 43.7 | 56B | — | — | — | — | Free Free | — |
25 | MiniMax M2.5 MiniMax Open WeightsStructured | 38.3 | 47.7 | Unknown | — | — | — | — | $0.1500/M Cheapest verified | — |
27 | MiniMax M2.1 MiniMax SubscriptionStructured | 38.1 | 44.1 | Undisclosed | 87.5 | — | — | — | $0.2900/M Cheapest verified | — |
114 | deepseek-v3.1 DeepSeek Open WeightsStructured | 37.6 | 71.4 | Unknown | — | — | 74.2 | — | $0.2800/M Cheapest verified | — |
135 | qwen3-235b-a22b-instruct-2507 Qwen Self-HostStructured | 36.5 | 72.6 | 235B | — | — | — | — | Free Free | — |
17 | MiniMax M2.7 MiniMax SubscriptionStructured | 36.4 | 42.2 | Undisclosed | — | — | — | — | $0.2790/M Cheapest verified | — |
128 | DeepSeek-V3.2 DeepSeek Open WeightsStructured | 34.1 | 72.6 | Unknown | — | — | 74.2 | — | $0.2800/M Cheapest verified | — |
87 | Nemotron 3 Super NVIDIA Open WeightsStructured | 33.1 | 43.4 | 120B | — | — | — | — | $0.0900/M Cheapest verified | — |
207 | mistral-7b-instruct-v0.2 Mistral AI Open WeightsStructured | 32.5 | 37.7 | 7B | — | — | — | — | Free Free | — |
55 | DeepSeek-V4-Pro DeepSeek Ready to UseStructured | 31.4 | 68.5 | Unknown | 90.8 | — | 74.2 | — | Free Free | — |
221 | Qwen3-0.6B Qwen Self-HostStructured | 30.3 | 45.5 | 600M | — | — | 8.0 | — | Free Free | — |