AI model rankings by price, context and measured speed
Pick a dimension. Each ranking uses only models you can run right now and real data: live prices, catalog context windows and run times measured on Railwail jobs.
· Run times from Railwail jobs, last 90 days
Lowest output priceTop 25
Language models by price per 1M output tokens.
- 010,30 US$/1M изл0,060 US$/1M вл
- 02GPT-6 LunaOpenAI0,60 US$/1M изл0,12 US$/1M вл
- 020,60 US$/1M изл0,12 US$/1M вл
- 04GPT-4o MiniOpenAI0,72 US$/1M изл0,18 US$/1M вл
- 05DeepSeek V4 FlashDeepSeekLegacy1,44 US$/1M изл0,36 US$/1M вл
- 05DeepSeek V4.1 FlashDeepSeek1,44 US$/1M изл0,36 US$/1M вл
- 07GPT-5.4 NanoOpenAI1,50 US$/1M изл0,24 US$/1M вл
- 08GPT-5 MiniOpenAILegacy2,40 US$/1M изл0,30 US$/1M вл
- 09Gemini 3 FlashGoogle DeepMindLegacy3,60 US$/1M изл0,60 US$/1M вл
- 10DeepSeek V4 ProDeepSeek4,752 US$/1M изл1,584 US$/1M вл
- 11o3-miniOpenAILegacy5,28 US$/1M изл1,32 US$/1M вл
- 11OpenAI o4-miniOpenAILegacy5,28 US$/1M изл1,32 US$/1M вл
- 13GPT-5.4 MiniOpenAI5,40 US$/1M изл0,90 US$/1M вл
- 14Claude Haiku 4.5Anthropic6,00 US$/1M изл1,20 US$/1M вл
- 15GPT-4.1OpenAI9,60 US$/1M изл2,40 US$/1M вл
- 15OpenAI o3OpenAILegacy9,60 US$/1M изл2,40 US$/1M вл
- 17Claude Sonnet 5Anthropic12,00 US$/1M изл2,40 US$/1M вл
- 17Gemini 2.5 ProGoogle DeepMindLegacy12,00 US$/1M изл1,50 US$/1M вл
- 17GPT-4oOpenAI12,00 US$/1M изл3,00 US$/1M вл
- 17GPT-5.1OpenAI12,00 US$/1M изл1,50 US$/1M вл
- 17GPT-6 SolOpenAI12,00 US$/1M изл2,40 US$/1M вл
- 22Gemini 3.1 ProGoogle DeepMind14,40 US$/1M изл2,40 US$/1M вл
- 23Claude Sonnet 4.6AnthropicLegacy18,00 US$/1M изл3,60 US$/1M вл
- 23GPT-5.4OpenAI18,00 US$/1M изл3,00 US$/1M вл
- 25Claude Opus 5.5Anthropic24,00 US$/1M изл4,80 US$/1M вл
How this leaderboard works
Every figure comes from our catalog, our pricing rules, our own job records or, for quality, the public Arena leaderboard. What we cannot source, we leave out.
- What is listed
- Only models you can run right now: active and with a verified price. Left out: 130 catalog entries without a price (they cannot run), 0 removed models and 5 duplicate entries of the same provider model. Legacy models stay listed and link their successor.
- Price
- What one call with the model’s default settings costs on Railwail, from the same pricing rules that bill your runs (1 credit = $0.01). Token models show the price per 1M input and output tokens. Prices marked ≈ are billed by GPU time: the figure is a typical run, the charge follows the real run time.
- Median run time
- Measured on completed Railwail jobs: the median of the newest up to 500 runs in the last 90 days, shown from 5 runs. It includes queueing at the provider. For language models it depends on the answer length, so the LLM board is never sorted by speed. Measured today: 3 models.
- Quality
- Arena scores from the public Arena leaderboard (formerly LMArena, CC BY 4.0), where people compare two anonymous models on the same prompt and vote. A model gets a score only when the arena entry is exactly the model and default setting we run (reviewed list, 56 models today). No score is estimated.
- Context window
- The maximum tokens per request as listed in our catalog. Not re-measured by us.
- Usage
- Runs per model are only shown once they say something: at least 5 models with runs from 3 or more different accounts in 30 days. Until then there is no popularity ranking.
- What we don’t show
- No votes of our own and no estimated scores: our own arena has 0 decided battles and 2 model votes, far too few for a rating. Models the public Arena has not rated in the setting we run show “No Arena rating”.
Source:arena.ai leaderboardDatasetCC BY 4.0
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