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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

45 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.

Alibaba
Models
25
Scored
25
Best overall
73.17Qwen3.8 Max
Blended $ / 1M
$0.055 – $1.56
Anthropic
Models
20
Scored
20
Best overall
84.74Claude Fable 5.1
Blended $ / 1M
$0.50 – $30.00

Evidence key: ObservedUnavailable

Models from Alibaba, Anthropic scored across seven capability axes
CompareDetails
1Claude Fable 5.1Anthropic · Proprietary84.7460.890.497.579.4UnavailableUnavailableUnavailable
2Claude Opus 5Anthropic · Proprietary81.8785.689.797.575.788.8UnavailableUnavailable
3Claude Fable 5Anthropic · Proprietary81.4189.189.587.377.662.677Unavailable
4Qwen3.8 MaxAlibaba · Open Weight73.1783.6686986.687.490.5Unavailable
5Claude Opus 4.8Anthropic · Proprietary72.1776.673.188.755.587.77465.2
6Claude Opus 4.7Anthropic · Proprietary70.638.765.481.2UnavailableUnavailableUnavailable60.6
7Claude Sonnet 5Anthropic · Proprietary69.6882.459.582.877.477.4UnavailableUnavailable
8Claude Opus 4.7 (Adaptive)Anthropic · Proprietary69.3164.762.882.149.750.1UnavailableUnavailable
9Claude Opus 4.6Anthropic · Proprietary69.2163.550.381.667.159.65158.5
10Qwen3.7 MaxAlibaba · Proprietary66.8763.869.57175.1Unavailable89.281.9
11Qwen3.8-27BAlibaba · Open WeightSelf-hosted64.2982.455.647.677.479.883.2Unavailable
12Qwen 3.6 Max (preview)Alibaba · Proprietary63.945643.469.9UnavailableUnavailableUnavailable41.3
13Claude Sonnet 4.6Anthropic · Proprietary62.8650.561.976.867.954.146.648.8
14Claude Opus 4.6 (Adaptive)Anthropic · Proprietary62.23UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
15Qwen3.7 PlusAlibaba · Proprietary61.658.157.960.17472.489.278.2
16Qwen3.6 PlusAlibaba · Proprietary60.3652.552.658.560.166.282.562
17Claude Opus 4.5Anthropic · Proprietary58.4247.350.260.372.123.530.657.9
18Qwen3.5 397B (Reasoning)Alibaba · Open Weight57.54UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
19Qwen3.8-Flash-NextAlibaba · Open WeightSelf-hosted56.984154.953.375.883.187.2Unavailable
20Qwen3.5 FlashAlibaba · Proprietary56.19UnavailableUnavailableUnavailableUnavailableUnavailableUnavailable28.4
21Qwen3 235B 2507 (Reasoning)Alibaba · Open WeightSelf-hosted56.08UnavailableUnavailableUnavailableUnavailableUnavailableUnavailable30
22Qwen3.5-27BAlibaba · Open WeightSelf-hosted55.1415.55771.751.670.691.5Unavailable
23Qwen3.5 397BAlibaba · Open Weight55.0930.934.854.559.862.9Unavailable73.5
24Qwen3 235B 2507Alibaba · Open WeightSelf-hosted54.11UnavailableUnavailable72.1UnavailableUnavailableUnavailableUnavailable
25Claude Sonnet 4.5Anthropic · Proprietary54.0133.759.672.919.1UnavailableUnavailable34.6
26Qwen3.5-35B-A3BAlibaba · Open WeightSelf-hosted53.4713.747.670.540.267.287.4Unavailable
27Claude Opus 4.5 ThinkingAnthropic · Proprietary53.05UnavailableUnavailable7374.169.168.5Unavailable
28Claude Haiku 4.5Anthropic · Proprietary52.89Unavailable30.753.7UnavailableUnavailableUnavailable28.8
29Qwen3.5-122B-A10BAlibaba · Open WeightSelf-hosted50.6724.951.273.348.75791.6Unavailable
30Qwen3.5 PlusAlibaba · Proprietary50.33UnavailableUnavailableUnavailableUnavailableUnavailableUnavailable39.3
31Qwen3.7 FlashAlibaba · Proprietary49.46UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
32Qwen2.5-1MAlibaba · Open WeightSelf-hosted48.09UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
33Qwen3.6-27BAlibaba · Open WeightSelf-hosted47.7347.241.446.974.151.98172.1
34Qwen3.6-35B-A3BAlibaba · Open Weight43.853625.643.370.35076.870.7
35Claude 4.1 OpusAnthropic · Proprietary41.87Unavailable55.2UnavailableUnavailableUnavailableUnavailableUnavailable
36Qwen3 MaxAlibaba · Proprietary40.75UnavailableUnavailable49.755.4Unavailable50.3Unavailable
37Claude 4 SonnetAnthropic · Proprietary39.26Unavailable52.347.951.35252Unavailable
38Qwen3-Omni-30B-A3B-InstructAlibaba · Open Weight38.64UnavailableUnavailable39.22141.933.5Unavailable
39Qwen2.5-VL-32BAlibaba · Open WeightSelf-hosted38.27UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
40Qwen2.5-72BAlibaba · Open WeightSelf-hosted37.52UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable

12 of these rows are marked self-hosted by the source: open-weight models with no first-party hosted token rate. Their per-token price is unavailable 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.

12 of these rows are marked self-hosted by the source: open-weight models with no first-party hosted token rate. Their per-token price is unavailable 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.