Compare AI models
| Specifications | ||
Context windowHow much text the model can hold in mind at once — your question, any documents you attach, the conversation so far, and its own reply. Go past it and the earliest part falls out of view. | 200k | 128k |
| API pricingUSD per 1M tokens · lower wins | ||
Input priceWhat you pay for everything you send the model — your question, plus any documents or earlier conversation you include with it. | — | $0.15 |
Output priceWhat you pay for the text the model writes back. It is normally the dearer half: producing an answer costs more than reading one. | — | $0.60 |
Cached input priceA reduced rate for text you send over and over. If every request starts with the same instructions or the same document, the provider keeps a copy ready and charges less to read it again. | — | $0.075 |
Cheapest inputLowest input rate across every provider on OpenRouter, the lab included. The cheapest endpoint may run a quantised build or a shorter context — see "Available from" on the model page. | — | $0.15Azure |
Cheapest outputLowest output rate across every provider on OpenRouter, the lab included. May come from a different provider than the cheapest input. | — | $0.60Azure |
| — | $60.00OpenAI list price | |
| These models have no shared benchmark scores. | ||
BullshitBench v2Nonsense detection — Given a confidently-worded but nonsensical prompt, does the AI spot that it makes no sense and push back — instead of playing along and inventing an answer? The score is how often it clearly called out the nonsense. Higher is better. | — | 2% |
GPQA DiamondScience — Graduate-level science questions in biology, physics, and chemistry — hard enough that subject-matter PhDs score around 65%. Higher is better. | — | 40.2% |
| Overview | ||
| Company | Anthropic | OpenAI |
| Release date | Nov 21 2023 | Jul 18 2024 |
| Access | Closed | Closed |
| Model details | View model | View model |
Other comparisons
Claude 2.1vsGemini 4 ArgonGPT-4o minivsGemini 4 ArgonClaude 2.1vsMuse WonderGPT-4o minivsMuse WonderClaude 2.1vsGrok 4.7GPT-4o minivsGrok 4.7Claude 2.1vsDeepSeek-V4.1-FlashGPT-4o minivsDeepSeek-V4.1-FlashClaude 2.1vsMistral Large 4GPT-4o minivsMistral Large 4Claude 2.1vsKimi K3GPT-4o minivsKimi K3Frequently asked questions
Claude 2.1 and GPT-4o mini don't publish scores on any of the same benchmarks, so there's no direct head-to-head comparison. Only GPT-4o mini has a verified first-party API price: $0.15 per million input tokens and $0.60 per million output tokens. No pay-as-you-go API rate is tracked for Claude 2.1. Claude 2.1 shipped 240 days before GPT-4o mini, so benchmark comparisons should account for the intervening progress.
Context windows are 200k (Claude 2.1) vs 128k (GPT-4o mini).
Direct benchmark comparisons are unavailable — Claude 2.1 and GPT-4o mini don't publish scores on any of the same benchmarks.