Compare AI models
| Specifications | ||
ParametersThe learned values that shape how a model responds. B means billion and T means trillion. For mixture-of-experts models, the total count is larger than the number active for each token. Parameter count alone does not measure quality. | 2.8T | — |
Context windowHow much information the model can work with in one request, measured in tokens — pieces of words or other data. This includes your question, attachments, conversation and reply. Limits can vary by model variant and provider. | 1M | 1M |
| 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. | $4.00 | — |
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. | $20.00 | — |
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 | — |
| $1,800Moonshot AI list price | — | |
| Overview | ||
| Company | Moonshot AI | Qwen |
| Release date | Oct 23 2026 | Nov 11 2026 |
| Access | Closed | Closed |
| Model details | View model | View model |
Other comparisons
Kimi K3.1 Pro HighspeedvsClaude Fable 5.2Qwen4-Max PreviewvsClaude Fable 5.2Kimi K3.1 Pro HighspeedvsGPT-6.1 TerraQwen4-Max PreviewvsGPT-6.1 TerraKimi K3.1 Pro HighspeedvsGemini 4 CarbonQwen4-Max PreviewvsGemini 4 CarbonKimi K3.1 Pro HighspeedvsMuse EmberQwen4-Max PreviewvsMuse EmberKimi K3.1 Pro HighspeedvsGrok 4.7Qwen4-Max PreviewvsGrok 4.7Kimi K3.1 Pro HighspeedvsDeepSeek-V4.1-Flash-1017Qwen4-Max PreviewvsDeepSeek-V4.1-Flash-1017Frequently asked questions
Kimi K3.1 Pro Highspeed and Qwen4-Max Preview don't publish scores on any of the same benchmarks, so there's no direct head-to-head comparison. Only Kimi K3.1 Pro Highspeed has a verified first-party price for an available API: $4.00 per million input tokens and $20.00 per million output tokens. No currently available pay-as-you-go API rate is tracked for Qwen4-Max Preview. Kimi K3.1 Pro Highspeed shipped 19 days before Qwen4-Max Preview, so benchmark comparisons should account for the intervening progress.
Context windows are 1M (Kimi K3.1 Pro Highspeed) vs 1M (Qwen4-Max Preview).
Direct benchmark comparisons are unavailable — Kimi K3.1 Pro Highspeed and Qwen4-Max Preview don't publish scores on any of the same benchmarks.