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Task results

Translation from Japanese to English (WMT20jaen)

Has the model translate news sentences from Japanese to English and measures how close they are to human reference translations.

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 score is the model's result on a shared set of problems, in points.
  • Small gaps do not mean much.
  • Prices are a guide per million tokens, reading then writing.
  • Length is how much text the model can read at once (tokens).
RankModelDeveloperScoreScore scale 20 to 30EvaluatedJapanese
(human rating)
Input $
/1M
Output $
/1M
ContextSupportsWeightsReleasedPrice and specs
1GPT-4o (2024-⁠08)OpenAIRating 26.51292rank 124–185$2.5$10128KOpenAI Released 2024-⁠08 Price $2.5 / $10 Length 128K
2Gemma 4 26B A4B⁠GoogleRating 26.1—$0.15$0.6262.1KGoogle Released 2026-⁠04 Price $0.15 / $0.6 Length 262.1K
3–4Gemma 4 31B⁠GoogleRating 26.0———262.1KGoogle Released 2026-⁠04 Price — Length 262.1K
3–4GPT-4.1OpenAIRating 26.01347rank 83–150$2$81.05MOpenAI Released 2025-⁠04 Price $2 / $8 Length 1.05M
5Llama 3.3 Swallow 70B (instruct, v0.4)Swallow (Science Tokyo)Rating 25.1——————Swallow (Science Tokyo) Released — Price — Length —
6GPT-5.4OpenAIRating 24.91480rank 2–50$2.5$151.05MOpenAI Released 2026-⁠03 Price $2.5 / $15 Length 1.05M
7Qwen3.5 122B A10B⁠AlibabaRating 24.71361rank 60–154$0.4$3.2262.1KAlibaba Released 2026-⁠02 Price $0.4 / $3.2 Length 262.1K
8Llama 3.3 70B (instruct)⁠MetaRating 24.61214rank 176–224——131.1KMeta Released 2024-⁠12 Price — Length 131.1K
9Qwen3.5 27B⁠AlibabaRating 24.11339rank 71–166$0.3$2.4262.1KAlibaba Released 2026-⁠02 Price $0.3 / $2.4 Length 262.1K
10–11GPT-5 miniOpenAIRating 23.91364rank 63–146$0.25$2400KOpenAI Released 2025-⁠08 Price $0.25 / $2 Length 400K
10–11Qwen3.5 35B A3B⁠AlibabaRating 23.91315rank 93–183$0.25$2262.1KAlibaba Released 2026-⁠02 Price $0.25 / $2 Length 262.1K
12Gemma 3 27B⁠GoogleRating 23.81308rank 117–173——128KGoogle Released 2025-⁠03 Price — Length 128K
13GPT-5OpenAIRating 23.61431rank 17–93$1.25$10400KOpenAI Released 2025-⁠08 Price $1.25 / $10 Length 400K
14–15Llama 4 Scout⁠MetaRating 23.01259rank 149–209——128KMeta Released 2025-⁠04 Price — Length 128K
14–15Qwen3 235B A22B (instruct)⁠AlibabaRating 23.01392rank 44–119——128KAlibaba Released 2025-⁠07 Price — Length 128K
16–17Gemma 3 12B⁠GoogleRating 22.9———131KGoogle Released 2025-⁠03 Price — Length 131K
16–17Qwen3 235B A22B (thinking)⁠AlibabaRating 22.91376rank 49–142——262.1KAlibaba Released 2025-⁠07 Price — Length 262.1K
18–21ELYZA-Shortcut-1.0-Qwen-32BELYZARating 22.8——————ELYZA Released — Price — Length —
18–21Gemma 4 E4BGoogleRating 22.8———131.1K——Google Released — Price — Length 131.1K
18–21Qwen3 Next 80B A3B (instruct)⁠AlibabaRating 22.81369rank 53–146$0.5$2129KAlibaba Released 2025-⁠09 Price $0.5 / $2 Length 129K
18–21Qwen3-Swallow-32B-CPT-v0.2Swallow (Science Tokyo)Rating 22.8——————Swallow (Science Tokyo) Released — Price — Length —
22Gemma 4 E2BGoogleRating 22.7———131.1K——Google Released — Price — Length 131.1K
23–25Llama 3.1 Swallow 8B (instruct, v0.5)Swallow (Science Tokyo)Rating 22.2——————Swallow (Science Tokyo) Released — Price — Length —
23–25NVIDIA Nemotron 3 Super 120B A12B⁠NVIDIARating 22.2———262.1KNVIDIA Released 2026-⁠03 Price — Length 262.1K
23–25Qwen3-Swallow-30B-A3B-CPT-v0.2Swallow (Science Tokyo)Rating 22.2——————Swallow (Science Tokyo) Released — Price — Length —
26o3-miniOpenAIRating 22.11315rank 101–175$1.1$4.4200KOpenAI Released 2025-⁠01 Price $1.1 / $4.4 Length 200K
27Qwen3 14B⁠AlibabaRating 21.9—$0.35$1.4131.1KAlibaba Released 2025-⁠04 Price $0.35 / $1.4 Length 131.1K
28GPT-OSS-Swallow-120B-RL-v0.1Swallow (Science Tokyo)Rating 21.8——————Swallow (Science Tokyo) Released — Price — Length —
29–32ELYZA-Thinking-1.0-Qwen-32BELYZARating 21.6——————ELYZA Released — Price — Length —
29–32GPT-OSS-Swallow-20B-SFT-v0.1Swallow (Science Tokyo)Rating 21.6——————Swallow (Science Tokyo) Released — Price — Length —
29–32o3OpenAIRating 21.61424rank 22–95$2$8200KOpenAI Released 2025-⁠04 Price $2 / $8 Length 200K
29–32Qwen3 32B⁠AlibabaRating 21.6—$0.7$2.8131.1KAlibaba Released 2025-⁠04 Price $0.7 / $2.8 Length 131.1K
33–34Qwen3 30B A3B⁠AlibabaRating 21.51254rank 150–211——128KAlibaba Released 2025-⁠04 Price — Length 128K
33–34Qwen3-Swallow-32B-RL-v0.2Swallow (Science Tokyo)Rating 21.5——————Swallow (Science Tokyo) Released — Price — Length —
35GPT-OSS-Swallow-120B-SFT-v0.1Swallow (Science Tokyo)Rating 21.3——————Swallow (Science Tokyo) Released — Price — Length —
36–38ABEJA-QwQ32b-Reasoning-Japanese-v1.0ABEJARating 21.0——————ABEJA Released — Price — Length —
36–38GPT-OSS-Swallow-20B-RL-v0.1Swallow (Science Tokyo)Rating 21.0——————Swallow (Science Tokyo) Released — Price — Length —
36–38Qwen3-Swallow-32B-SFT-v0.2Swallow (Science Tokyo)Rating 21.0——————Swallow (Science Tokyo) Released — Price — Length —
39–40Qwen3.5 9B⁠AlibabaRating 20.9———262KAlibaba Released 2026-⁠02 Price — Length 262K
39–40Qwen3-Swallow-30B-A3B-RL-v0.2Swallow (Science Tokyo)Rating 20.9——————Swallow (Science Tokyo) Released — Price — Length —
How to read this page
  • The values are closeness to reference translations on a 100-point scale, and even the top models score around 25 to 30. Differences under 1 point are not clear differences.
  • The human rating comes from people comparing two answers and picking the better one (higher is better).
  • 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