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ModelScale

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Compare by Provider

Two to four providers, ranked side by side. Every model each one publishes lands on one capability table and one quality-versus-cost plot, and a figure no source published stays explicitly unavailable.

Provider set

Check two to 4 providers below, then press Compare — the URL and the table below only update once you do.

Compare by Provider

49 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
DeepSeek
Models
11
Scored
11
Best overall
63.69DeepSeek V4 Pro 0813
Blended $ / 1M
$0.32 – $0.96
Z.AI
Models
13
Scored
13
Best overall
66.93GLM-5.3
Blended $ / 1M
$0.43 – $2.15

Evidence key: ObservedUnavailable

Models from Alibaba, DeepSeek, Z.AI scored across seven capability axes
CompareDetails
1Qwen3.8 MaxAlibaba · Open Weight73.1783.6686986.687.490.5Unavailable
2GLM-5.3Z.AI · Open WeightSelf-hosted66.9383.65569.475.8UnavailableUnavailableUnavailable
3Qwen3.7 MaxAlibaba · Proprietary66.8763.869.57175.1Unavailable89.281.9
4GLM-5.2Z.AI · Open Weight66.6878.43877.174.8Unavailable88.580.7
5GLM-5.3-FlashZ.AI · Open WeightSelf-hosted66.06815571.8Unavailable80.4UnavailableUnavailable
6Qwen3.8-27BAlibaba · Open WeightSelf-hosted64.2982.455.647.677.479.883.2Unavailable
7Qwen 3.6 Max (preview)Alibaba · Proprietary63.945643.469.9UnavailableUnavailableUnavailable41.3
8DeepSeek V4 Pro 0813DeepSeek · Proprietary63.6967.354.670.860.3UnavailableUnavailable80.2
9GLM-5.1Z.AI · Open Weight63.2646.952.173.671.7Unavailable92.463.8
10Qwen3.7 PlusAlibaba · Proprietary61.658.157.960.17472.489.278.2
11GLM-5Z.AI · Open Weight61.4742.849.574.652.1Unavailable87.256.5
12GLM-5-TurboZ.AI · Proprietary61.42UnavailableUnavailable53.970.3Unavailable88.3Unavailable
13Qwen3.6 PlusAlibaba · Proprietary60.3652.552.658.560.166.282.562
14GLM-5 (Reasoning)Z.AI · Open Weight57.81UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
15GLM-4.7Z.AI · Open WeightSelf-hosted57.7610.852.832.569.8Unavailable81.425.8
16Qwen3.5 397B (Reasoning)Alibaba · Open Weight57.54UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
17GLM-5V-TurboZ.AI · Proprietary57.41UnavailableUnavailable54.969.367.372.5Unavailable
18Qwen3.8-Flash-NextAlibaba · Open WeightSelf-hosted56.984154.953.375.883.187.2Unavailable
19DeepSeek V3.2DeepSeek · Open Weight56.81Unavailable67.449.352.4Unavailable56.740
20Qwen3.5 FlashAlibaba · Proprietary56.19UnavailableUnavailableUnavailableUnavailableUnavailableUnavailable28.4
21DeepSeek V3.2 (Thinking)DeepSeek · Open Weight56.19UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
22Qwen3 235B 2507 (Reasoning)Alibaba · Open WeightSelf-hosted56.08UnavailableUnavailableUnavailableUnavailableUnavailableUnavailable30
23GLM-4.5Z.AI · Proprietary55.64UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
24Qwen3.5-27BAlibaba · Open WeightSelf-hosted55.1415.55771.751.670.691.5Unavailable
25Qwen3.5 397BAlibaba · Open Weight55.0930.934.854.559.862.9Unavailable73.5
26Qwen3 235B 2507Alibaba · Open WeightSelf-hosted54.11UnavailableUnavailable72.1UnavailableUnavailableUnavailableUnavailable
27Qwen3.5-35B-A3BAlibaba · Open WeightSelf-hosted53.4713.747.670.540.267.287.4Unavailable
28DeepSeek LLM 2.0DeepSeek · Open WeightSelf-hosted52.65UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
29GLM-4.6Z.AI · Open Weight51.73UnavailableUnavailable46.639.1Unavailable40.727.3
30DeepSeek V3.1DeepSeek · Open WeightSelf-hosted50.72UnavailableUnavailable48.453.3Unavailable42.1Unavailable
31Qwen3.5-122B-A10BAlibaba · Open WeightSelf-hosted50.6724.951.273.348.75791.6Unavailable
32DeepSeek-R1DeepSeek · Open Weight50.55UnavailableUnavailable56.159.3Unavailable44.5Unavailable
33Qwen3.5 PlusAlibaba · Proprietary50.33UnavailableUnavailableUnavailableUnavailableUnavailableUnavailable39.3
34Qwen3.7 FlashAlibaba · Proprietary49.46UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
35DeepSeek V3.1 (Reasoning)DeepSeek · Open WeightSelf-hosted48.67UnavailableUnavailable54.560Unavailable47Unavailable
36DeepSeek Coder 2.0DeepSeek · Open Weight48.48UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
37DeepSeekMath V2DeepSeek · Open WeightSelf-hosted48.09UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
38Qwen2.5-1MAlibaba · Open WeightSelf-hosted48.09UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
39Qwen3.6-27BAlibaba · Open WeightSelf-hosted47.7347.241.446.974.151.98172.1
40GLM-4.7-FlashZ.AI · Open WeightSelf-hosted46.13UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable

21 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.

21 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.

21 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.