API cost decision in 10 seconds

GPT Audio Mini vs Cogito v2.1 671B

Pick GPT Audio Mini when budget is the priority.

Pricing data updated:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick GPT Audio Mini when budget is the priority.

On the standard 1M input plus 500K output workload, GPT Audio Mini is estimated at $1.8 vs $1.88 for Cogito v2.1 671B, saving $0.08 (4% lower).

Cost-first pickGPT Audio Mini
Context-first pickBoth models
Sample savings$0.084%
10x traffic gap$0.75

The reported context window is tied, so cost and provider fit carry more weight. At 10x that traffic, the same price gap is about $0.75. 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 Audio Mini, balanced workload favors Cogito v2.1 671B, and output-heavy chatbot favors Cogito v2.1 671B.

Workload shapeToken mixBetter pickGPT Audio MiniCogito v2.1 671B
Input-heavy / RAG5M input + 500K outputGPT Audio Mini$4.2$6.88
Balanced workload1M input + 1M outputCogito v2.1 671B$3$2.5
Output-heavy chatbot1M input + 5M outputCogito v2.1 671B$12.6$7.5
Cheaper input GPT Audio Mini $0.6 vs $1.25 / 1M

GPT Audio Mini is $0.65 cheaper per 1M input tokens (52% lower; 2.08x difference).

Cheaper output Cogito v2.1 671B $2.4 vs $1.25 / 1M

Cogito v2.1 671B is $1.15 cheaper per 1M output tokens (47.9% lower; 1.92x difference).

Larger context Tie 128K vs 128K

Both models report the same context window at 128K tokens.

Sample workload GPT Audio Mini $1.8 vs $1.88

GPT Audio Mini is $0.08 cheaper on the standard workload (4% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
GPT Audio Mini Calculating… Estimated API cost
Cogito v2.1 671B 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 Audio Mini has the lower input price; Cogito v2.1 671B has the lower output price; both models report the same context window. For the 1M input plus 500K output sample, GPT Audio Mini is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $1.8 for GPT Audio Mini and $1.88 for Cogito v2.1 671B.

Best Fit

Choose GPT Audio Mini when you care most about lower input-token price.

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

Decision Notes
  • On the standard 1M input plus 500K output workload, GPT Audio Mini is estimated at $1.8 vs $1.88 for Cogito v2.1 671B, saving $0.08 (4% lower).
  • GPT Audio Mini is $0.08 cheaper on the standard workload (4% lower).
  • GPT Audio Mini is $0.65 cheaper per 1M input tokens (52% lower; 2.08x difference).
  • Cogito v2.1 671B is $1.15 cheaper per 1M output tokens (47.9% lower; 1.92x difference).
  • Both models report the same context window at 128K tokens.
Head-to-Head Specs
FeatureGPT Audio Mini
(OpenAI)
Cogito v2.1 671B
(Deep Cogito)
Input Price
prompt tokens per 1M
$0.6$1.25
Completion Price
per 1M tokens
$2.4$1.25
Sample Workload Cost
1M input + 500K output
$1.8$1.88
Context Window128K128K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionGPT Audio MiniOn the standard 1M input plus 500K output workload, GPT Audio Mini is estimated at $1.8 vs $1.88 for Cogito v2.1 671B, saving $0.08 (4% lower).
High-volume input processingGPT Audio 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 workTieA 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 Audio Mini when lower sample workload cost matters most: $0.
  • gpt-oss-20b (free) can replace GPT Audio Mini when lower sample workload cost matters most: $0.
  • gpt-oss-20b can replace GPT Audio Mini when lower sample workload cost matters most: $0.1.
  • gpt-oss-120b can replace GPT Audio Mini when lower sample workload cost matters most: $0.13.
Larger context near this budget
Popular competitors
  • No popular competitor is currently available.

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

Open cheapest models

Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

Open largest context models

Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

Open provider hubs

OpenAI catalog

Review all tracked OpenAI models before deciding whether this matchup is the right shortlist.

Open OpenAI models

Deep Cogito catalog

Check other Deep Cogito models with comparable pricing, context, or release timing.

Open Deep Cogito models
GPT Audio Mini

A cost-efficient version of GPT Audio. The new snapshot features an upgraded decoder for more natural sounding voices and maintains better voice consistency. Input is priced at $0.60 per million...

Cogito v2.1 671B

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...