Kimi K2 ThinkingvsGPT-5.3-Codex-Spark
Kimi K2 Thinking | GPT-5.3-Codex-Spark | |
|---|---|---|
| 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 | 128k |
| API pricingUSD per 1M tokens · lower wins | ||
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 | — |
| BenchmarksPublished by one model only | ||
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% | — |
| Overview | ||
| Company | Moonshot AI | OpenAI |
| Release date | Nov 6 2025 | Feb 12 2026 |
| Access | Open Weight | Proprietary |
Other comparisons
Frequently asked questions
Kimi K2 Thinking and GPT-5.3-Codex-Spark don't publish scores on any of the same benchmarks, so there's no direct head-to-head comparison. Kimi K2 Thinking shipped 98 days before GPT-5.3-Codex-Spark, so benchmark comparisons should account for the intervening progress.
Context windows are 256k (Kimi K2 Thinking) vs 128k (GPT-5.3-Codex-Spark). Kimi K2 Thinking is open weight, while GPT-5.3-Codex-Spark is proprietary.
Direct benchmark comparisons are unavailable — Kimi K2 Thinking and GPT-5.3-Codex-Spark don't publish scores on any of the same benchmarks.
Kimi K2 Thinking was released by Moonshot AI on Nov 6 2025.
GPT-5.3-Codex-Spark was released by OpenAI on Feb 12 2026.
Kimi K2 Thinking has a 256k context window; GPT-5.3-Codex-Spark has 128k.
Kimi K2 Thinking is an open weight model released by Moonshot AI. GPT-5.3-Codex-Spark is a proprietary model released by OpenAI.