Kimi K2 ThinkingvsGrok Code Fast 1
Kimi K2 Thinking | Grok Code Fast 1 | |
|---|---|---|
| Specifications | ||
ParametersA rough measure of how big the model is. More parameters usually means more capable and more expensive to run, though it is a poor guide on its own — a smaller, newer model often beats a larger, older one. | 1T | — |
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. | 256k | — |
| API pricingUSD per 1M tokens · lower wins · base tier | ||
Input priceWhat you pay for everything you send the model — your question, plus any documents or earlier conversation you include with it. | — | $1.00 |
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. | — | $2.00 |
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. | — | $0.20 |
Cheapest inputLowest input rate across third-party providers, excluding the lab itself. The cheapest endpoint may run a quantised build or a shorter context — see "Available from" on the model page. | $0.60Google | — |
Cheapest outputLowest output rate across third-party providers, excluding the lab itself. May come from a different provider than the cheapest input. | $2.50Google | — |
| Benchmarks | ||
SWE-Bench VerifiedCoding — Real coding tasks pulled from open-source projects — the AI has to find and fix actual bugs. A human-checked version of the original SWE-Bench. Higher is better. | 71.3% | 70.8% |
| Overview | ||
| Company | Moonshot AI | SpaceXAI |
| Release date | Nov 6 2025 | Aug 28 2025 |
| Access | Open Weight | Proprietary |
Other comparisons
Frequently asked questions
Kimi K2 Thinking leads Grok Code Fast 1 on 1 of the 1 benchmark they both report (SWE-Bench Verified). Only Grok Code Fast 1 has a verified first-party API price: $1.00 per million input tokens and $2.00 per million output tokens. No pay-as-you-go API rate is tracked for Kimi K2 Thinking. Grok Code Fast 1 shipped 70 days before Kimi K2 Thinking, so benchmark comparisons should account for the intervening progress.
Kimi K2 Thinking is open weight, while Grok Code Fast 1 is proprietary.
On SWE-Bench Verified, Kimi K2 Thinking leads at 71.3% vs Grok Code Fast 1 at 70.8%.
Kimi K2 Thinking was released by Moonshot AI on Nov 6 2025.
Grok Code Fast 1 was released by SpaceXAI on Aug 28 2025.
Kimi K2 Thinking leads on SWE-Bench Verified — Kimi K2 Thinking 71.3% vs Grok Code Fast 1 70.8%.
Only Grok Code Fast 1 has a verified first-party API price: $1.00 per million input tokens and $2.00 per million output tokens. No pay-as-you-go API rate is tracked for Kimi K2 Thinking. Rates are pay-as-you-go API prices verified on August 18, 2026.
Kimi K2 Thinking is an open weight model released by Moonshot AI. Grok Code Fast 1 is a proprietary model released by SpaceXAI.