Anthropic Claude Haiku Latest is $0.25 cheaper per 1M input tokens (20% lower; 1.25x difference).
API cost decision in 10 seconds
NewAnthropic Claude Haiku Latest vs Cogito v2.1 671B
Pick Cogito v2.1 671B for lower cost; pick Anthropic Claude Haiku Latest only if the larger context window matters more.
Pricing data updated:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Cogito v2.1 671B for lower cost; pick Anthropic Claude Haiku 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 $3.5 for Anthropic Claude Haiku Latest, saving $1.62 (46.4% lower).
Cost-first pickCogito v2.1 671B
Context-first pickAnthropic Claude Haiku Latest
Sample savings$1.6246.4%
10x traffic gap$16.25
Anthropic Claude Haiku Latest has more context, but Cogito v2.1 671B saves $1.62 on the standard workload. At 10x that traffic, the same price gap is about $16.25. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Cogito v2.1 671B stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Anthropic Claude Haiku Latest | Cogito v2.1 671B |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Cogito v2.1 671B | $7.5 | $6.88 |
| Balanced workload | 1M input + 1M output | Cogito v2.1 671B | $6 | $2.5 |
| Output-heavy chatbot | 1M input + 5M output | Cogito v2.1 671B | $26 | $7.5 |
Cogito v2.1 671B is $3.75 cheaper per 1M output tokens (75% lower; 4x difference).
Anthropic Claude Haiku Latest has 72K more context (1.56x larger).
Cogito v2.1 671B is $1.62 cheaper on the standard workload (46.4% 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
Anthropic Claude Haiku Latest has the lower input price; Cogito v2.1 671B has the lower output price; Anthropic Claude Haiku 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 $3.5 for Anthropic Claude Haiku Latest and $1.88 for Cogito v2.1 671B.
Choose Anthropic Claude Haiku 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 $3.5 for Anthropic Claude Haiku Latest, saving $1.62 (46.4% lower).
- Cogito v2.1 671B is $1.62 cheaper on the standard workload (46.4% lower).
- Anthropic Claude Haiku Latest is $0.25 cheaper per 1M input tokens (20% lower; 1.25x difference).
- Cogito v2.1 671B is $3.75 cheaper per 1M output tokens (75% lower; 4x difference).
- Anthropic Claude Haiku Latest has 72K more context (1.56x larger).
| Feature | NewAnthropic Claude Haiku Latest (Anthropic) | Cogito v2.1 671B (Deep Cogito) |
|---|---|---|
| Input Price prompt tokens per 1M | $1 | $1.25 |
| Completion Price per 1M tokens | $5 | $1.25 |
| Sample Workload Cost 1M input + 500K output | $3.5 | $1.88 |
| Context Window | 200K | 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 $3.5 for Anthropic Claude Haiku Latest, saving $1.62 (46.4% lower). |
| High-volume input processing | Anthropic Claude Haiku 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 | Anthropic Claude Haiku Latest | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Claude 3 Haiku can replace Anthropic Claude Haiku Latest when lower sample workload cost matters most: $0.88.
- Claude 3.5 Haiku can replace Anthropic Claude Haiku Latest when lower sample workload cost matters most: $2.8.
- 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
Review low-cost models sorted by a standard 1M input plus 500K output workload.
Open cheapest modelsLarger context alternatives
Find models with larger context windows for RAG, long documents, and codebase review.
Open largest context modelsProvider catalogs
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Open provider hubsAnthropic catalog
Review all tracked Anthropic models before deciding whether this matchup is the right shortlist.
Open Anthropic modelsDeep Cogito catalog
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Open Deep Cogito modelsThis model always redirects to the latest model in the Anthropic Claude Haiku family.
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...