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ModelScale

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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 3 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
Z.AI
Models
13
Scored
13
Best overall
66.93GLM-5.3
Blended $ / 1M
$0.43 – $2.15
Moonshot AI
Models
7
Scored
7
Best overall
74.43Kimi K3
Blended $ / 1M
$1.08 – $6.00

Evidence key: ObservedUnavailable

Models from Alibaba, Z.AI, Moonshot AI scored across seven capability axes
CompareDetails
1Kimi K3Moonshot AI · Pending74.439171.784.578.589.4UnavailableUnavailable
2Qwen3.8 MaxAlibaba · Open Weight73.1783.6686986.687.490.5Unavailable
3GLM-5.3Z.AI · Open WeightSelf-hosted66.9383.65569.475.8UnavailableUnavailableUnavailable
4Qwen3.7 MaxAlibaba · Proprietary66.8763.869.57175.1Unavailable89.281.9
5GLM-5.2Z.AI · Open Weight66.6878.43877.174.8Unavailable88.580.7
6GLM-5.3-FlashZ.AI · Open WeightSelf-hosted66.06815571.8Unavailable80.4UnavailableUnavailable
7Kimi K2.7 CodeMoonshot AI · Open Weight65.67127.665.675.5Unavailable75.1Unavailable
8Kimi K2.6Moonshot AI · Open Weight65.560.858.257.6Unavailable63.9Unavailable71
9Qwen3.8-27BAlibaba · Open WeightSelf-hosted64.2982.455.647.677.479.883.2Unavailable
10Qwen 3.6 Max (preview)Alibaba · Proprietary63.945643.469.9UnavailableUnavailableUnavailable41.3
11GLM-5.1Z.AI · Open Weight63.2646.952.173.671.7Unavailable92.463.8
12Qwen3.7 PlusAlibaba · Proprietary61.658.157.960.17472.489.278.2
13GLM-5Z.AI · Open Weight61.4742.849.574.652.1Unavailable87.256.5
14GLM-5-TurboZ.AI · Proprietary61.42UnavailableUnavailable53.970.3Unavailable88.3Unavailable
15Qwen3.6 PlusAlibaba · Proprietary60.3652.552.658.560.166.282.562
16GLM-5 (Reasoning)Z.AI · Open Weight57.81UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
17GLM-4.7Z.AI · Open WeightSelf-hosted57.7610.852.832.569.8Unavailable81.425.8
18Qwen3.5 397B (Reasoning)Alibaba · Open Weight57.54UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
19GLM-5V-TurboZ.AI · Proprietary57.41UnavailableUnavailable54.969.367.372.5Unavailable
20Kimi K2.5 (Reasoning)Moonshot AI · Proprietary57.392858.981.4Unavailable63.3UnavailableUnavailable
21Qwen3.8-Flash-NextAlibaba · Open WeightSelf-hosted56.984154.953.375.883.187.2Unavailable
22Qwen3.5 FlashAlibaba · Proprietary56.19UnavailableUnavailableUnavailableUnavailableUnavailableUnavailable28.4
23Qwen3 235B 2507 (Reasoning)Alibaba · Open WeightSelf-hosted56.08UnavailableUnavailableUnavailableUnavailableUnavailableUnavailable30
24GLM-4.5Z.AI · Proprietary55.64UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
25Qwen3.5-27BAlibaba · Open WeightSelf-hosted55.1415.55771.751.670.691.5Unavailable
26Qwen3.5 397BAlibaba · Open Weight55.0930.934.854.559.862.9Unavailable73.5
27Qwen3 235B 2507Alibaba · Open WeightSelf-hosted54.11UnavailableUnavailable72.1UnavailableUnavailableUnavailableUnavailable
28Kimi K2.5Moonshot AI · Open Weight54.022842.85654.165.884.462.1
29Qwen3.5-35B-A3BAlibaba · Open WeightSelf-hosted53.4713.747.670.540.267.287.4Unavailable
30GLM-4.6Z.AI · Open Weight51.73UnavailableUnavailable46.639.1Unavailable40.727.3
31Qwen3.5-122B-A10BAlibaba · Open WeightSelf-hosted50.6724.951.273.348.75791.6Unavailable
32Qwen3.5 PlusAlibaba · Proprietary50.33UnavailableUnavailableUnavailableUnavailableUnavailableUnavailable39.3
33Qwen3.7 FlashAlibaba · Proprietary49.46UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
34Qwen2.5-1MAlibaba · Open WeightSelf-hosted48.09UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
35Qwen3.6-27BAlibaba · Open WeightSelf-hosted47.7347.241.446.974.151.98172.1
36GLM-4.7-FlashZ.AI · Open WeightSelf-hosted46.13UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
37Qwen3.6-35B-A3BAlibaba · Open Weight43.853625.643.370.35076.870.7
38GLM-4.5-AirZ.AI · Proprietary43.73UnavailableUnavailable41.253.1Unavailable41.9Unavailable
39Moonshot v1Moonshot AI · Proprietary43.1UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
40Qwen3 MaxAlibaba · Proprietary40.75UnavailableUnavailable49.755.4Unavailable50.3Unavailable

16 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.

16 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.

16 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.