API cost decision in 10 seconds

Cogito v2.1 671B vs GPT-5.1-Codex-Mini

Pick GPT-5.1-Codex-Mini when budget and context both matter.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick GPT-5.1-Codex-Mini when budget and context both matter.

On the standard 1M input plus 500K output workload, GPT-5.1-Codex-Mini is estimated at $1.25 vs $1.88 for Cogito v2.1 671B, saving $0.62 (33.3% lower).

Cost-first pickGPT-5.1-Codex-Mini
Context-first pickGPT-5.1-Codex-Mini
Sample savings$0.6233.3%
10x traffic gap$6.25

GPT-5.1-Codex-Mini is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $6.25. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Cost winner changes by workload shape: input-heavy / RAG favors GPT-5.1-Codex-Mini, balanced workload favors GPT-5.1-Codex-Mini, and output-heavy chatbot favors Cogito v2.1 671B.

Workload shapeToken mixBetter pickCogito v2.1 671BGPT-5.1-Codex-Mini
Input-heavy / RAG5M input + 500K outputGPT-5.1-Codex-Mini$6.88$2.25
Balanced workload1M input + 1M outputGPT-5.1-Codex-Mini$2.5$2.25
Output-heavy chatbot1M input + 5M outputCogito v2.1 671B$7.5$10.25
Cheaper input GPT-5.1-Codex-Mini $1.25 vs $0.25 / 1M

GPT-5.1-Codex-Mini is $1 cheaper per 1M input tokens (80% lower; 5x difference).

Cheaper output Cogito v2.1 671B $1.25 vs $2 / 1M

Cogito v2.1 671B is $0.75 cheaper per 1M output tokens (37.5% lower; 1.6x difference).

Larger context GPT-5.1-Codex-Mini 128K vs 400K

GPT-5.1-Codex-Mini has 272K more context (3.12x larger).

Sample workload GPT-5.1-Codex-Mini $1.88 vs $1.25

GPT-5.1-Codex-Mini is $0.62 cheaper on the standard workload (33.3% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Cogito v2.1 671B Calculating… Estimated API cost
GPT-5.1-Codex-Mini Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

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

Verdict

GPT-5.1-Codex-Mini has the lower input price; Cogito v2.1 671B has the lower output price; GPT-5.1-Codex-Mini offers the larger context window. For the 1M input plus 500K output sample, GPT-5.1-Codex-Mini is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $1.88 for Cogito v2.1 671B and $1.25 for GPT-5.1-Codex-Mini.

Best Fit

Choose Cogito v2.1 671B when you care most about lower output-token price.

Choose GPT-5.1-Codex-Mini when you care most about lower input-token price, and larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, GPT-5.1-Codex-Mini is estimated at $1.25 vs $1.88 for Cogito v2.1 671B, saving $0.62 (33.3% lower).
  • GPT-5.1-Codex-Mini is $0.62 cheaper on the standard workload (33.3% lower).
  • GPT-5.1-Codex-Mini is $1 cheaper per 1M input tokens (80% lower; 5x difference).
  • Cogito v2.1 671B is $0.75 cheaper per 1M output tokens (37.5% lower; 1.6x difference).
  • GPT-5.1-Codex-Mini has 272K more context (3.12x larger).
Head-to-Head Specs
FeatureCogito v2.1 671B
(Deep Cogito)
GPT-5.1-Codex-Mini
(OpenAI)
Input Price
prompt tokens per 1M
$1.25$0.25
Completion Price
per 1M tokens
$1.25$2
Sample Workload Cost
1M input + 500K output
$1.88$1.25
Context Window128K400K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionGPT-5.1-Codex-MiniOn the standard 1M input plus 500K output workload, GPT-5.1-Codex-Mini is estimated at $1.25 vs $1.88 for Cogito v2.1 671B, saving $0.62 (33.3% lower).
High-volume input processingGPT-5.1-Codex-MiniLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsCogito v2.1 671BLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGPT-5.1-Codex-MiniA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • gpt-oss-120b (free) can replace GPT-5.1-Codex-Mini when lower sample workload cost matters most: $0.
  • gpt-oss-20b (free) can replace GPT-5.1-Codex-Mini when lower sample workload cost matters most: $0.
  • gpt-oss-20b can replace GPT-5.1-Codex-Mini when lower sample workload cost matters most: $0.1.
  • gpt-oss-120b can replace GPT-5.1-Codex-Mini when lower sample workload cost matters most: $0.13.
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GPT-5.1-Codex-Mini is a smaller and faster version of GPT-5.1-Codex