Alibaba vs Xiaomi vs StepFun

Every model these providers publish, 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

35 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: 69.73Qwen3.8 Max
Blended $ / 1M: $0.055 – $1.56

Xiaomi

Models: 7
Scored: 7
Best overall: 73.6MiMo-V2.6-Pro
Blended $ / 1M: $0.18 – $0.54

StepFun

Models: 3
Scored: 3
Best overall: 69.72Step 5 Preview
Blended $ / 1M: $0.15 – $1.43

Evidence key: ObservedLast goodUnavailable

Models from Alibaba, Xiaomi, StepFun scored across seven capability axes

1MiMo-V2.6-ProXiaomi · Open Weight	73.6	77.8	63.3	58.4	82.5	Unavailable	Unavailable	Unavailable
2Qwen3.8 MaxAlibaba · Open Weight	69.73	82.9	70.6	71.9	87	91.2	94.7	78.9
3Step 5 PreviewStepFun · Open Weight	69.72	78.5	77.6	70.6	82.5	74.6	Unavailable	Unavailable
4MiMo-V2.6-FlashXiaomi · Open Weight	64.57	75.7	64.1	49.9	76	72.2	Unavailable	Unavailable
5Qwen3.8-Flash-NextAlibaba · Open WeightSelf-hosted	62.83	40	58.6	58.1	79.8	87.7	91.2	Unavailable
6Qwen3.7 MaxAlibaba · Proprietary	62.51	73.1	65.5	73.5	81.4	Unavailable	92.8	79
7Qwen3.8-27BAlibaba · Open WeightSelf-hosted	59.6	81.7	59.2	52.2	81.3	84.4	86.9	Unavailable
8Qwen3.5 397B (Reasoning)Alibaba · Open Weight	58.03	Unavailable	Unavailable	Unavailable	Unavailable	Unavailable	Unavailable	Unavailable
9Qwen3 235B 2507 (Reasoning)Alibaba · Open WeightSelf-hosted	56.57	Unavailable	Unavailable	49.6	Unavailable	Unavailable	Unavailable	30
10MiMo-V2.5Xiaomi · Proprietary	55.56	66	47.8	53.9	Unavailable	72.2	Unavailable	Unavailable
11Qwen3.5 397BAlibaba · Open Weight	55.34	39.9	41.7	61.2	74.1	73.6	79.9	81.7
12Qwen 3.6 Max (preview)Alibaba · Proprietary	55.22	65.3	47.1	67.4	Unavailable	Unavailable	Unavailable	41.3
13Qwen3 235B 2507Alibaba · Open WeightSelf-hosted	54.61	Unavailable	Unavailable	74.8	Unavailable	Unavailable	Unavailable	Unavailable
14Qwen3.7 PlusAlibaba · Proprietary	53.74	64.8	55.1	64.9	80	82	92.8	64.3
15Qwen3.6 PlusAlibaba · Proprietary	53.49	59.3	57.4	63.3	73.9	76.1	85.8	69.5
16MiMo-V2.5-ProXiaomi · Proprietary	52.98	70.7	49.1	65	79.8	Unavailable	93.8	Unavailable
17MiMo-V2-ProXiaomi · Proprietary	52.91	Unavailable	Unavailable	49.5	71.9	Unavailable	84	Unavailable
18MiMo-V2-OmniXiaomi · Proprietary	50.01	Unavailable	Unavailable	41.5	76.5	67.5	64	Unavailable
19Qwen3.5 PlusAlibaba · Proprietary	48.88	Unavailable	Unavailable	Unavailable	Unavailable	Unavailable	Unavailable	39.3
20Qwen2.5-1MAlibaba · Open WeightSelf-hosted	48.58	Unavailable	Unavailable	Unavailable	Unavailable	Unavailable	Unavailable	Unavailable
21Qwen3.5-27BAlibaba · Open WeightSelf-hosted	48.53	19.7	61.6	70.4	70.2	67.5	92.9	Unavailable
22Qwen3.6-27BAlibaba · Open WeightSelf-hosted	48.51	54.2	47.9	54.3	78.1	67.3	82.4	65.9
23Qwen3.7 FlashAlibaba · Proprietary	46.96	Unavailable	Unavailable	Unavailable	Unavailable	Unavailable	Unavailable	37.2
24Qwen3.5-35B-A3BAlibaba · Open WeightSelf-hosted	45.77	17.4	52.6	69.3	64.4	64.6	88.8	Unavailable
25Step 3.7 FlashStepFun · Open Weight	43.61	61	42.5	48.6	75.6	75.4	82.1	Unavailable
26Qwen3.6-35B-A3BAlibaba · Open Weight	43.27	40.1	38.2	51.4	74.3	66.4	78.3	58.4
27Qwen3.5 FlashAlibaba · Proprietary	42.64	Unavailable	64.2	57.9	Unavailable	Unavailable	Unavailable	36.3
28Step 3.5 FlashStepFun · Open Weight	42.09	Unavailable	61.7	Unavailable	Unavailable	Unavailable	Unavailable	Unavailable
29Qwen3.5-122B-A10BAlibaba · Open WeightSelf-hosted	41.67	30.4	58.4	72	68.8	67.8	93	Unavailable
30MiMo-V2-FlashXiaomi · Open WeightSelf-hosted	40.96	Unavailable	58	37.5	57.2	Unavailable	46.3	Unavailable
31Qwen3 MaxAlibaba · Proprietary	39.53	Unavailable	Unavailable	47.1	59.3	Unavailable	51.8	Unavailable
32Qwen2.5-VL-32BAlibaba · Open WeightSelf-hosted	38.7	Unavailable	Unavailable	57.9	Unavailable	18.8	Unavailable	Unavailable
33Qwen2.5-72BAlibaba · Open WeightSelf-hosted	28.67	Unavailable	Unavailable	Unavailable	Unavailable	Unavailable	Unavailable	Unavailable
34Qwen3-Omni-30B-A3B-InstructAlibaba · Open Weight	28.07	Unavailable	Unavailable	36.1	25	46.3	34.9	Unavailable
35Qwen2.5 Coder 32B InstructAlibaba · Open WeightSelf-hosted	26.53	Unavailable	Unavailable	Unavailable	Unavailable	Unavailable	Unavailable	Unavailable

13 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.

$ per successful taskLog cost scale

Lowest blended cost

Up to twelve of these providers' models, ranked on the 75% input / 25% output blend.

13 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.

13 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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