MoonshotAI Kimi Latest is $0.52 cheaper per 1M input tokens (41.6% lower; 1.71x difference).
API cost decision in 10 seconds
NewMoonshotAI Kimi Latest vs Cogito v2.1 671B
Pick Cogito v2.1 671B for lower cost; pick MoonshotAI Kimi Latest only if the larger context window matters more.
Budget verdict
Pick Cogito v2.1 671B for lower cost; pick MoonshotAI Kimi Latest only if the larger context window matters more.
On the standard 1M input plus 500K output workload, Cogito v2.1 671B is estimated at $1.88 vs $2.48 for MoonshotAI Kimi Latest, saving $0.6 (24.2% lower).
MoonshotAI Kimi Latest has more context, but Cogito v2.1 671B saves $0.6 on the standard workload. At 10x that traffic, the same price gap is about $6. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Cost winner changes by workload shape: input-heavy / RAG favors MoonshotAI Kimi Latest, balanced workload favors Cogito v2.1 671B, and output-heavy chatbot favors Cogito v2.1 671B.
| Workload shape | Token mix | Better pick | MoonshotAI Kimi Latest | Cogito v2.1 671B |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | MoonshotAI Kimi Latest | $5.39 | $6.88 |
| Balanced workload | 1M input + 1M output | Cogito v2.1 671B | $4.22 | $2.5 |
| Output-heavy chatbot | 1M input + 5M output | Cogito v2.1 671B | $18.18 | $7.5 |
Cogito v2.1 671B is $2.24 cheaper per 1M output tokens (64.2% lower; 2.79x difference).
MoonshotAI Kimi Latest has 134.14K more context (2.05x larger).
Cogito v2.1 671B is $0.6 cheaper on the standard workload (24.2% lower).
Estimate your workload cost
Your Workload Cost
This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.
Quick Decision
MoonshotAI Kimi Latest has the lower input price; Cogito v2.1 671B has the lower output price; MoonshotAI Kimi Latest offers the larger context window. For the 1M input plus 500K output sample, Cogito v2.1 671B is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $2.48 for MoonshotAI Kimi Latest and $1.88 for Cogito v2.1 671B.
Choose MoonshotAI Kimi Latest when you care most about lower input-token price, and larger context window.
Choose Cogito v2.1 671B when you care most about lower output-token price.
- On the standard 1M input plus 500K output workload, Cogito v2.1 671B is estimated at $1.88 vs $2.48 for MoonshotAI Kimi Latest, saving $0.6 (24.2% lower).
- Cogito v2.1 671B is $0.6 cheaper on the standard workload (24.2% lower).
- MoonshotAI Kimi Latest is $0.52 cheaper per 1M input tokens (41.6% lower; 1.71x difference).
- Cogito v2.1 671B is $2.24 cheaper per 1M output tokens (64.2% lower; 2.79x difference).
- MoonshotAI Kimi Latest has 134.14K more context (2.05x larger).
| Feature | NewMoonshotAI Kimi Latest (MoonshotAI) | Cogito v2.1 671B (Deep Cogito) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.73 | $1.25 |
| Completion Price per 1M tokens | $3.49 | $1.25 |
| Sample Workload Cost 1M input + 500K output | $2.48 | $1.88 |
| Context Window | 262.14K | 128K |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Cogito v2.1 671B | On the standard 1M input plus 500K output workload, Cogito v2.1 671B is estimated at $1.88 vs $2.48 for MoonshotAI Kimi Latest, saving $0.6 (24.2% lower). |
| High-volume input processing | MoonshotAI Kimi Latest | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Cogito v2.1 671B | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | MoonshotAI Kimi Latest | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Kimi K2.5 can replace MoonshotAI Kimi Latest when lower sample workload cost matters most: $1.35.
- Kimi K2 0711 can replace MoonshotAI Kimi Latest when lower sample workload cost matters most: $1.72.
- Kimi K2 Thinking can replace MoonshotAI Kimi Latest when lower sample workload cost matters most: $1.85.
- Kimi K2 0905 can replace MoonshotAI Kimi Latest when lower sample workload cost matters most: $1.85.
- Llama 4 Scout offers 10M context with $0.23 sample workload cost.
- Grok 4.20 offers 2M context with $2.5 sample workload cost.
- Owl Alpha offers 1.05M context with $0 sample workload cost.
- Gemini 3.1 Flash Lite offers 1.05M context with $1 sample workload cost.
- No popular competitor is currently available.
Cheaper alternatives
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Cogito v2.1 671B MoE represents one of the strongest open models globally, matching performance of frontier closed and open models. This model is trained using self play with reinforcement learning...