Compare
Compare by Provider
Pick two to four providers and every model they publish is ranked together — not the providers side by side, but their whole ranges interleaved on one capability table and one quality-versus-cost plot. A figure no source published stays explicitly unavailable.
Provider set
Check two to 4 providers below, then press Compare — every model they publish is ranked together, and the URL and the table only update once you do.
Compare by Provider
64 models across 2 providers, on the same seven capability axes the leaderboard ranks. Choose a column header to sort; expand a row for its benchmark tasks.
OpenAI- Models
- 39
- Scored
- 39
- Best overall
- 82.81GPT-6 Astra
- Blended $ / 1M
- $0.055 – $262.50
Alibaba- Models
- 25
- Scored
- 25
- Best overall
- 73.17Qwen3.8 Max
- Blended $ / 1M
- $0.055 – $1.56
Evidence key: ObservedUnavailable
| Compare | Details | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 1GPT-6 AstraOpenAI · Proprietary | 82.81 | 87.1 | 75.2 | 86.9 | 89.5 | 82.9 | Unavailable | 85 | ||
| 2GPT-5.6 SolOpenAI · Proprietary | 80.46 | 93.6 | 61.9 | 84.7 | 70.4 | 87.6 | 87.7 | 96.8 | ||
| 3Qwen3.8 MaxAlibaba · Open Weight | 73.17 | 83.6 | 68 | 69 | 86.6 | 87.4 | 90.5 | Unavailable | ||
| 4GPT-5.5OpenAI · Proprietary | 71.86 | 77.2 | 51.8 | 80.8 | 64 | 71.4 | 91.9 | 69.4 | ||
| 5GPT-5.6 TerraOpenAI · Proprietary | 71.13 | 87.9 | 61.3 | 77.2 | 63.7 | 77.2 | 85.7 | 96.8 | ||
| 6GPT-5.4OpenAI · Proprietary | 70.88 | 72 | 42.8 | 76.7 | 57.2 | 69.3 | 89.2 | 64.4 | ||
| 7GPT-5.2 ProOpenAI · Proprietary | 68.99 | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | ||
| 8Qwen3.7 MaxAlibaba · Proprietary | 66.87 | 63.8 | 69.5 | 71 | 75.1 | Unavailable | 89.2 | 81.9 | ||
| 9GPT-5.2OpenAI · Proprietary | 64.86 | 23.1 | 46.5 | 77.3 | 53.7 | 66.3 | 91.2 | 57.4 | ||
| 10GPT-5.6 LunaOpenAI · Proprietary | 64.77 | 81.2 | 53.7 | 74.8 | 51.2 | 67.1 | Unavailable | 94.2 | ||
| 11Qwen3.8-27BAlibaba · Open WeightSelf-hosted | 64.29 | 82.4 | 55.6 | 47.6 | 77.4 | 79.8 | 83.2 | Unavailable | ||
| 12GPT-5.3 CodexOpenAI · Proprietary | 64.03 | 62.8 | 52 | 79.5 | 78.3 | 75.7 | 91.2 | Unavailable | ||
| 13Qwen 3.6 Max (preview)Alibaba · Proprietary | 63.94 | 56 | 43.4 | 69.9 | Unavailable | Unavailable | Unavailable | 41.3 | ||
| 14GPT-5.1OpenAI · Proprietary | 63.18 | Unavailable | Unavailable | 63.6 | 76 | 71.3 | 87.9 | 49 | ||
| 15GPT-5.5 ProOpenAI · Proprietary | 61.9 | 80.6 | Unavailable | 82.8 | Unavailable | Unavailable | Unavailable | 70.1 | ||
| 16Qwen3.7 PlusAlibaba · Proprietary | 61.6 | 58.1 | 57.9 | 60.1 | 74 | 72.4 | 89.2 | 78.2 | ||
| 17GPT-5.4 miniOpenAI · Proprietary | 61.05 | 55.5 | 56 | 58.3 | 73.9 | 57.3 | 88.5 | 44.3 | ||
| 18GPT-5.4 ProOpenAI · Proprietary | 60.49 | 79.3 | Unavailable | 84.8 | 70.2 | Unavailable | Unavailable | 68.8 | ||
| 19Qwen3.6 PlusAlibaba · Proprietary | 60.36 | 52.5 | 52.6 | 58.5 | 60.1 | 66.2 | 82.5 | 62 | ||
| 20GPT-5.4 nanoOpenAI · Proprietary | 59.42 | 18.5 | 62.6 | 48.2 | 73.7 | 23.8 | 91.9 | 43.8 | ||
| 21Qwen3.5 397B (Reasoning)Alibaba · Open Weight | 57.54 | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | ||
| 22GPT-5.2 InstantOpenAI · Proprietary | 57.05 | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | ||
| 23Qwen3.8-Flash-NextAlibaba · Open WeightSelf-hosted | 56.98 | 41 | 54.9 | 53.3 | 75.8 | 83.1 | 87.2 | Unavailable | ||
| 24GPT-5.3 InstantOpenAI · Proprietary | 56.95 | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | ||
| 25GPT-5 (high)OpenAI · Proprietary | 56.7 | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | ||
| 26Qwen3.5 FlashAlibaba · Proprietary | 56.19 | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | 28.4 | ||
| 27Qwen3 235B 2507 (Reasoning)Alibaba · Open WeightSelf-hosted | 56.08 | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | 30 | ||
| 28Qwen3.5-27BAlibaba · Open WeightSelf-hosted | 55.14 | 15.5 | 57 | 71.7 | 51.6 | 70.6 | 91.5 | Unavailable | ||
| 29Qwen3.5 397BAlibaba · Open Weight | 55.09 | 30.9 | 34.8 | 54.5 | 59.8 | 62.9 | Unavailable | 73.5 | ||
| 30GPT-5.3-Codex-SparkOpenAI · Proprietary | 54.99 | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | ||
| 31Qwen3 235B 2507Alibaba · Open WeightSelf-hosted | 54.11 | Unavailable | Unavailable | 72.1 | Unavailable | Unavailable | Unavailable | Unavailable | ||
| 32GPT-5.2-CodexOpenAI · Proprietary | 53.95 | Unavailable | 67.2 | 67.2 | 77.6 | 72.5 | 92.4 | Unavailable | ||
| 33Qwen3.5-35B-A3BAlibaba · Open WeightSelf-hosted | 53.47 | 13.7 | 47.6 | 70.5 | 40.2 | 67.2 | 87.4 | Unavailable | ||
| 34GPT-5.1-Codex-MaxOpenAI · Proprietary | 52.6 | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | ||
| 35Qwen3.5-122B-A10BAlibaba · Open WeightSelf-hosted | 50.67 | 24.9 | 51.2 | 73.3 | 48.7 | 57 | 91.6 | Unavailable | ||
| 36Qwen3.5 PlusAlibaba · Proprietary | 50.33 | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | 39.3 | ||
| 37GPT-5 (medium)OpenAI · Proprietary | 49.62 | Unavailable | Unavailable | 65.5 | 73.2 | 69.5 | 84.9 | Unavailable | ||
| 38Qwen3.7 FlashAlibaba · Proprietary | 49.46 | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | ||
| 39o4-mini (high)OpenAI · Proprietary | 48.2 | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | Unavailable | 43 | ||
| 40GPT-5.1-CodexOpenAI · Proprietary | 48.16 | Unavailable | Unavailable | 65.9 | 68.6 | 66.9 | 84.2 | Unavailable |
14 of these rows are marked self-hosted by the source: open-weight models with no first-party hosted token rate. 2 of them show a hosted rate matched from another provider; the rest report an unavailable price rather than zero.
Quality versus cost
Each point is one of these providers' models with both an overall score and complete token prices. Cost is logarithmic by default; untick for a linear axis.
Lowest blended cost
Up to twelve of these providers' models, ranked on the 75% input / 25% output blend.
14 of these rows are marked self-hosted by the source: open-weight models with no first-party hosted token rate. 2 of them show a hosted rate matched from another provider; the rest report an unavailable price rather than zero.
12 self-hosted models are left out: the source publishes no hosted token rate for them, so they have no comparable per-token cost — not a cost of zero.
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