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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

27 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.

Google
Models
20
Scored
20
Best overall
75.89Gemini 3.8 Flash
Blended $ / 1M
$0.56 – $4.50
Moonshot AI
Models
7
Scored
7
Best overall
74.43Kimi K3
Blended $ / 1M
$1.08 – $6.00

Evidence key: ObservedUnavailable

Models from Google, Moonshot AI scored across seven capability axes
CompareDetails
1Gemini 3.8 FlashGoogle · Proprietary75.8974.575.383.176.982.9UnavailableUnavailable
2Kimi K3Moonshot AI · Pending74.439171.784.578.589.4UnavailableUnavailable
3Gemini 3.1 ProGoogle · Proprietary70.147274.379.350.779.1Unavailable54.2
4Gemini 3.7 FlashGoogle · Proprietary68.5265.774.983.277.282.6UnavailableUnavailable
5Gemini 3.6 FlashGoogle · Proprietary68.4280.257.679.77682.6UnavailableUnavailable
6Gemini 3.5 FlashGoogle · Proprietary68.0275.347.968.759.486.884.155.1
7Gemini 3 ProGoogle · Proprietary66.36Unavailable61.682.636.774.284.755.2
8Kimi K2.7 CodeMoonshot AI · Open Weight65.67127.665.675.5Unavailable75.1Unavailable
9Kimi K2.6Moonshot AI · Open Weight65.560.858.257.6Unavailable63.9Unavailable71
10Gemini 3 FlashGoogle · Proprietary61.94Unavailable66.776.75975.864.750
11Gemini 3 Pro Deep ThinkGoogle · Proprietary59.32UnavailableUnavailableUnavailable32.8UnavailableUnavailableUnavailable
12Gemini 3.5 Flash-LiteGoogle · Proprietary58.7851.839.765.160.176.4UnavailableUnavailable
13Kimi K2.5 (Reasoning)Moonshot AI · Proprietary57.392858.981.4Unavailable63.3UnavailableUnavailable
14Gemini 2.5 ProGoogle · Proprietary57.31Unavailable37.929.468.470.456.435.1
15Gemini 3.1 Flash-LiteGoogle · Proprietary56.32Unavailable52.472.1Unavailable37.4UnavailableUnavailable
16Gemma 4 26B A4BGoogle · Open WeightSelf-hosted55UnavailableUnavailable33.366.244.287.3Unavailable
17Kimi K2.5Moonshot AI · Open Weight54.022842.85654.165.884.462.1
18Gemma 4 31BGoogle · Open WeightSelf-hosted52.4Unavailable22.642.668.958.591.5Unavailable
19Gemini 2.5 FlashGoogle · Proprietary51.24UnavailableUnavailable51.555.356.643.728.6
20Moonshot v1Moonshot AI · Proprietary43.1UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable
21Gemma 4 12BGoogle · Open Weight42.99UnavailableUnavailable53.933.726.288.753
22Gemma 4 E4BGoogle · Open WeightSelf-hosted40.18UnavailableUnavailable33.24335.850.5Unavailable
23Gemma 4 E2BGoogle · Open WeightSelf-hosted39.58UnavailableUnavailable33.232.225.842.4Unavailable
24Gemma 3 27BGoogle · Open WeightSelf-hosted35.73UnavailableUnavailable37.82630.834.3Unavailable
25Gemini 1.5 ProGoogle · Proprietary33.46UnavailableUnavailableUnavailableUnavailable41.1UnavailableUnavailable
26Kimi K2Moonshot AI · Proprietary23.12UnavailableUnavailable52.957.4Unavailable4739
27Gemini 1.0 ProGoogle · Proprietary16.32UnavailableUnavailableUnavailableUnavailableUnavailableUnavailableUnavailable

5 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.

5 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.

5 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.