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Human ratings

Non-English (human ratings)

A category computed only from questions in languages other than English.

How to read this table

  • Higher rows are rated higher. A range like “1–2” means the gap is within the margin of error.
  • The rating comes from people comparing two answers and picking the better one.
  • At a gap of 50, the higher model is picked about 57% of the time; 100 means 64%, 200 means 76%.
  • Prices are a guide per million tokens, reading then writing.
  • Length is how much text the model can read at once (tokens).

± range of the top model

RankModelDeveloperratingrating scale 1400 to 1550Week
change
OverallInput $
/1M
Output $
/1M
ContextSupportsWeightsReleasedPrice and specs
1–4Gemini 4 ArgonGoogleRating 1508 ±8−41517rank 1–3$2$101.05MGoogle Released 2026-⁠09 Week change −4 Price $2 / $10 Length 1.05M
1–11Muse WonderMetaRating 1498 ±1001509rank 1–8$4$201.05MMeta Released 2026-⁠10 Price $4 / $20 Length 1.05M
1–11Claude Opus 5.5AnthropicRating 1497 ±8+11509rank 1–7$4$201MAnthropic Released 2026-⁠09 Week change +1 Price $4 / $20 Length 1M
1–11Claude Fable 5.1AnthropicRating 1496 ±7+11503rank 2–10$10$501MAnthropic Released 2026-⁠09 Week change +1 Price $10 / $50 Length 1M
2–11Claude Fable 5AnthropicRating 1493 ±5+11503rank 2–9$10$501MAnthropic Released 2026-⁠06 Week change +1 Price $10 / $50 Length 1M
2–14Claude Opus 4.7AnthropicRating 1490 ±501501rank 2–10$5$251MAnthropic Released 2026-⁠04 Price $5 / $25 Length 1M
2–14Claude Opus 4.6AnthropicRating 1489 ±4−11503rank 2–9$5$251MAnthropic Released 2026-⁠02 Week change −1 Price $5 / $25 Length 1M
2–18Gemini 3.8 FlashGoogleRating 1486 ±501496rank 4–15$0.75$3.751.05MGoogle Released 2026-⁠09 Price $0.75 / $3.75 Length 1.05M
2–19Gemini 3.7 FlashGoogleRating 1486 ±6+21490rank 8–25$0.75$3.751.05MGoogle Released 2026-⁠08 Week change +2 Price $0.75 / $3.75 Length 1.05M
2–20Muse Spark 1.3MetaRating 1484 ±6+11496rank 3–15$1.25$4.251.05MMeta Released 2026-⁠09 Week change +1 Price $1.25 / $4.25 Length 1.05M
2–23Muse Spark 1.2MetaRating 1484 ±8−41491rank 6–25$1.25$4.251.05MMeta Released 2026-⁠08 Week change −4 Price $1.25 / $4.25 Length 1.05M
6–20Muse Spark 1.1MetaRating 1483 ±5−11490rank 8–23$1.25$4.251MMeta Released 2026-⁠07 Week change −1 Price $1.25 / $4.25 Length 1M
6–23Claude Opus 5AnthropicRating 1481 ±6+11491rank 8–22$5$251MAnthropic Released 2026-⁠07 Week change +1 Price $5 / $25 Length 1M
8–23Gemini 3.1 Pro (preview)GoogleRating 1479 ±401487rank 10–26$2$121.05MGoogle Released 2026-⁠02 Price $2 / $12 Length 1.05M
6–31Muse SparkMetaRating 1478 ±701489rank 8–27———Meta Released 2026-⁠04 Price — Length —
8–27Gemini 3 ProGoogleRating 1478 ±501486rank 10–29——1.05MGoogle Released 2025-⁠11 Price — Length 1.05M
8–29Kimi K3⁠MoonshotRating 1476 ±501487rank 8–27$3$151.05MMoonshot Released 2026-⁠07 Price $3 / $15 Length 1.05M
9–29GPT-5.6 SolOpenAIRating 1476 ±501485rank 10–30$4$201.05MOpenAI Released 2026-⁠07 Price $4 / $20 Length 1.05M
10–32GPT-5.5OpenAIRating 1474 ±501482rank 12–36$5$301.05MOpenAI Released 2026-⁠04 Price $5 / $30 Length 1.05M
12–37Qwen3.8 MaxAlibabaRating 1472 ±6+11483rank 10–36$2$61MAlibaba Released 2026-⁠08 Week change +1 Price $2 / $6 Length 1M
12–37Gemini 3.6 FlashGoogleRating 1472 ±501483rank 10–35$0.75$3.751.05MGoogle Released 2026-⁠07 Price $0.75 / $3.75 Length 1.05M
8–47Qwen3.7 Max (preview)AlibabaRating 1470 ±13−11474rank 15–53————Alibaba Released — Week change −1 Price — Length —
15–40GPT-5.5 InstantOpenAIRating 1469 ±601473rank 20–50———OpenAI Released 2026-⁠05 Price — Length —
15–39Claude Opus 4.8AnthropicRating 1469 ±501481rank 12–36$5$251MAnthropic Released 2026-⁠05 Price $5 / $25 Length 1M
15–40Gemini 3.5 FlashGoogleRating 1469 ±501477rank 18–41$1.5$91.05MGoogle Released 2026-⁠05 Price $1.5 / $9 Length 1.05M
15–40GPT-5.4OpenAIRating 1468 ±501475rank 19–42$2.5$151.05MOpenAI Released 2026-⁠03 Price $2.5 / $15 Length 1.05M
12–44GPT-6.1 SolOpenAIRating 1468 ±9−31480rank 10–41$2$101.05MOpenAI Released 2026-⁠09 Week change −3 Price $2 / $10 Length 1.05M
16–44GLM-5.3⁠Z.aiRating 1466 ±6+21481rank 11–38$1.4$4.41MZ.ai Released 2026-⁠08 Week change +2 Price $1.4 / $4.4 Length 1M
18–44GLM-5.3 Flash⁠Z.aiRating 1465 ±5+11476rank 19–43$0.15$0.51MZ.ai Released 2026-⁠08 Week change +1 Price $0.15 / $0.5 Length 1M
19–44Gemini 3 FlashGoogleRating 1464 ±501473rank 23–49——1.05MGoogle Released 2025-⁠12 Price — Length 1.05M
20–46Grok 4.20 (beta1)xAIRating 1463 ±601475rank 19–45————xAI Released — Price — Length —
20–46GPT-5.2 ChatOpenAIRating 1463 ±501476rank 19–42——128KOpenAI Released 2026-⁠02 Price — Length 128K
18–47GPT-6 AstraOpenAIRating 1463 ±7−11476rank 17–44$10$501.05MOpenAI Released 2026-⁠09 Week change −1 Price $10 / $50 Length 1.05M
20–46GLM-5.2⁠Z.aiRating 1462 ±501475rank 19–43$1.4$4.41MZ.ai Released 2026-⁠06 Price $1.4 / $4.4 Length 1M
22–46Grok 4.20 Beta Reasoning (0309)xAIRating 1461 ±501472rank 24–50——2M—xAI Released — Price — Length 2M
20–51DeepSeek-V4.1 Flash⁠DeepSeekRating 1460 ±7+11476rank 17–46——1MDeepSeek Released 2026-⁠09 Week change +1 Price — Length 1M
23–47Grok 4.20 Multi Agent (beta, 0309)xAIRating 1460 ±501471rank 24–50————xAI Released — Price — Length —
22–48Claude Opus 4.5AnthropicRating 1460 ±501474rank 23–46$5$25200KAnthropic Released 2025-⁠11 Price $5 / $25 Length 200K
16–60MiMo-V2.6 Pro⁠XiaomiRating 1460 ±12+11480rank 10–44$0.435$0.871.05MXiaomi Released 2026-⁠09 Week change +1 Price $0.435 / $0.87 Length 1.05M
20–57Claude Sonnet 5.5AnthropicRating 1458 ±901478rank 14–44$2$101MAnthropic Released 2026-⁠09 Price $2 / $10 Length 1M
How to read this page
  • These ratings exclude the effect of response length and formatting. Differences where the ± ranges overlap are within the margin of error, so about the same.
  • In the Supports column the icons are, from left: can use tools / can read images / can answer in a fixed format (JSON); faded means not supported or unknown.
  • Open-weights models have their contents (the weights) published, so you can also run them on your own computer or server. Models without the open-weights mark are normally used through the developer's own services (apps or API); for some models the weights status is unknown.
  • Names such as ChatGPT next to a model are the consumer services its developer offers. Check on the service itself whether that model is available there.

Data: Arena, Epoch AI, Swallow LLM team (CC BY 4.0), Models.dev (MIT), updated 2026-⁠10-⁠24, data sources