Text generation and understanding
38
Models
26
Benchmarks
13
Providers
24
Open Weight
38
Deployable Now
23 self-host
38
Structured benchmark-backed rows
0
Signal-backed rows without full normalized tables
0
Benchmark-expected rows still catching up
| # | Model | Economic Footprint | Quality | Params | MATH Lvl 5 | Arena-Hard-Auto | TAU-Bench | WebArena | $/M In | Speed | Open |
|---|---|---|---|---|---|---|---|---|---|---|---|
36 | o3 OpenAI API Access |
| 66.6 |
| 46.3 |
| Undisclosed |
| 99.2 |
| 50.0 |
| 82.5 |
| 38.5 |
$20.00/M Cheapest verified |
| — |
60 | GPT-4 Turbo OpenAI SubscriptionStructured | 62.8 | 38.0 | Undisclosed | 73.7 | — | — | — | $10.00/M Cheapest verified | — |
1 | GPT-5.5 OpenAI SubscriptionStructured | 54.6 | 62.3 | Undisclosed | — | — | 37.4 | — | $5.00/M Cheapest verified | — |
30 | GPT-4.1 OpenAI SubscriptionStructured | 54.5 | 46.3 | Undisclosed | 91.3 | 50.0 | 71.8 | 42.8 | $2.00/M Cheapest verified | — |
189 | Command R+ Cohere Open WeightsStructured | 53.6 | 60.0 | 104B | — | — | — | — | $2.50/M Cheapest verified | — |
8 | GPT-5.1 OpenAI SubscriptionStructured | 51.3 | 59.5 | Undisclosed | — | — | 95.6 | — | $1.25/M Cheapest verified | — |
3 | GPT-5.2 OpenAI SubscriptionStructured | 51.0 | 61.1 | Undisclosed | — | — | 69.8 | — | $1.25/M Cheapest verified | — |
119 | llama-3.1-405b-instruct Meta Open WeightsStructured | 50.7 | 58.7 | 405B | — | — | — | — | Free Cheapest verified | — |
35 | GPT-5 OpenAI SubscriptionStructured | 50.7 | 40.6 | Undisclosed | — | — | 96.7 | — | $1.25/M Cheapest verified | — |
7 | GPT-5.4 OpenAI SubscriptionStructured | 49.2 | 59.3 | Undisclosed | — | — | 30.7 | — | $1.25/M Cheapest verified | — |
128 | llama-3-70b-instruct Meta Open WeightsStructured | 48.4 | 54.1 | 70B | — | — | — | — | Free Free | — |
174 | Llama 3.3 70B Meta Open WeightsStructured | 48.3 | 65.5 | 70B | 48.3 | — | — | — | $0.5400/M Cheapest verified | — |
117 | Qwen2.5-72B Alibaba Open WeightsStructured | 48.1 | 63.4 | 72B | 39.1 | 10.1 | — | — | $0.6000/M Cheapest verified | — |
53 | DeepSeek-V3 DeepSeek Open WeightsStructured | 48.0 | 76.9 | 685B | 90.2 | — | — | — | $0.2800/M Cheapest verified | 145 tok/s |
123 | DeepSeek-R1 DeepSeek Self-HostStructured | 47.6 | 78.3 | 671B | 97.3 | 58.0 | — | — | $0.2800/M Cheapest verified | — |
82 | Gemma 3 27B | 47.2 | 63.1 | 27B | — | 15.0 | — | — | Free Cheapest verified | — |
52 | Llama 4 Maverick Meta Open WeightsStructured | 46.2 | 69.8 | 400B | 88.9 | — | 45.7 | 22.7 | Free Cheapest verified | 88 tok/s |
154 | Nemotron 70B NVIDIA Open WeightsStructured | 46.1 | 63.7 | 70B | — | 10.3 | — | — | Free Cheapest verified | — |
57 | Kimi K2 Moonshot AI SubscriptionStructured | 46.0 | 55.3 | Undisclosed | 97.1 | — | — | — | $0.5700/M Cheapest verified | — |
49 | Qwen3-235B Alibaba Open WeightsStructured | 44.3 | 77.0 | 235B | — | 58.4 | 48.1 | — | $0.8000/M Cheapest verified | 72 tok/s |
143 | grok-4 xAI SubscriptionStructured | 43.4 | 66.3 | Undisclosed | 99.0 | — | 17.6 | — | $3.00/M Cheapest verified | — |
14 | DeepSeek V3.2 Speciale DeepSeek Open WeightsStructured | 42.8 | 51.1 | Unknown | — | — | — | — | $0.2800/M Cheapest verified | — |
64 | Qwen3 Max Qwen Open WeightsStructured | 42.1 | 27.0 | Unknown | — | — | — | — | $0.7800/M Cheapest verified | — |
27 | MiniMax M2 MiniMax Open WeightsStructured | 41.4 | 47.9 | Unknown | — | — | — | — | $0.2550/M Cheapest verified | — |
51 | Qwen3 Max Thinking Qwen Open WeightsStructured | 39.7 | 26.3 | Unknown | — | — | — | — | $0.7800/M Cheapest verified | — |
92 | MiniMax M2.5 MiniMax Open WeightsStructured | 39.6 | 44.1 | Unknown | — | — | — | — | $0.1200/M Cheapest verified | — |
20 | MiniMax M2.1 MiniMax SubscriptionStructured | 38.9 | 44.2 | Undisclosed | — | — | — | — | $0.3000/M Cheapest verified | — |
21 | MiniMax M2.7 MiniMax SubscriptionStructured | 38.4 | 42.2 | Undisclosed | — | — | — | — | $0.1800/M Cheapest verified | — |
4 | GLM-5.1 Z.ai SubscriptionStructured | 38.2 | 44.1 | Undisclosed | — | — | — | — | $0.9660/M Cheapest verified | — |
46 | Qwen3.7 Max Qwen Open WeightsStructured | 37.8 | 30.0 | Unknown | — | — | — | — | $1.25/M Cheapest verified | — |
111 | qwen3-235b-a22b-instruct-2507 Qwen Open WeightsStructured | 37.3 | 66.8 | 235B | — | 58.4 | — | — | Free Free | — |
5 | GLM 5.2 Z.ai SubscriptionStructured | 36.2 | 46.6 | Undisclosed | — | — | 75.6 | — | $0.7560/M Cheapest verified | — |
238 | mixtral-8x7b-instruct-v0.1 Mistral AI Open WeightsStructured | 35.8 | 37.7 | 56B | — | — | — | — | Free Free | — |
91 | QwQ 32B Qwen Open WeightsStructured | 35.4 | 49.3 | 32B | 95.7 | 43.5 | — | — | $0.1500/M Cheapest verified | — |
180 | DeepSeek-V3.2 DeepSeek Open WeightsStructured | 34.9 | 69.5 | Unknown | — | — | — | 74.3 | $0.2800/M Cheapest verified | — |
32 | Nemotron 3 Super NVIDIA Open WeightsStructured | 33.9 | 46.2 | 120B | — | — | — | — | $0.0800/M Cheapest verified | — |
245 | mistral-7b-instruct-v0.2 Mistral AI Open WeightsStructured | 32.5 | 32.0 | 7B | — | — | — | — | Free Free | — |
150 | DeepSeek-V4-Pro DeepSeek Ready to UseStructured | 31.7 | 67.6 | Unknown | — | — | — | — | Free Free | — |