API cost decision in 10 seconds

NewGPT-6.1 Terra (batch) vs Aion 3.5 Mini

Pick Aion 3.5 Mini for lower cost; pick GPT-6.1 Terra (batch) only if the larger context window matters more.

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

Budget verdict

Pick Aion 3.5 Mini for lower cost; pick GPT-6.1 Terra (batch) only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Aion 3.5 Mini is estimated at $1.4 vs $1.75 for GPT-6.1 Terra (batch), saving $0.35 (20% lower).

Cost-first pickAion 3.5 Mini
Context-first pickGPT-6.1 Terra (batch)
Sample savings$0.3520%
10x traffic gap$3.5

GPT-6.1 Terra (batch) has more context, but Aion 3.5 Mini saves $0.35 on the standard workload. At 10x that traffic, the same price gap is about $3.5. 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-6.1 Terra (batch), balanced workload favors Aion 3.5 Mini, and output-heavy chatbot favors Aion 3.5 Mini.

Workload shapeToken mixBetter pickGPT-6.1 Terra (batch)Aion 3.5 Mini
Input-heavy / RAG5M input + 500K outputGPT-6.1 Terra (batch)$3.75$4.2
Balanced workload1M input + 1M outputAion 3.5 Mini$3$2.1
Output-heavy chatbot1M input + 5M outputAion 3.5 Mini$13$7.7
Cheaper input GPT-6.1 Terra (batch) $0.5 vs $0.7 / 1M

GPT-6.1 Terra (batch) is $0.2 cheaper per 1M input tokens (28.6% lower; 1.4x difference).

Cheaper output Aion 3.5 Mini $2.5 vs $1.4 / 1M

Aion 3.5 Mini is $1.1 cheaper per 1M output tokens (44% lower; 1.79x difference).

Larger context GPT-6.1 Terra (batch) 1.05M vs 262.14K

GPT-6.1 Terra (batch) has 787.86K more context (4.01x larger).

Sample workload Aion 3.5 Mini $1.75 vs $1.4

Aion 3.5 Mini is $0.35 cheaper on the standard workload (20% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
GPT-6.1 Terra (batch) Calculating… Estimated API cost
Aion 3.5 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-6.1 Terra (batch) has the lower input price; Aion 3.5 Mini has the lower output price; GPT-6.1 Terra (batch) offers the larger context window. For the 1M input plus 500K output sample, Aion 3.5 Mini is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $1.75 for GPT-6.1 Terra (batch) and $1.4 for Aion 3.5 Mini.

Best Fit

Choose GPT-6.1 Terra (batch) when you care most about lower input-token price, and larger context window.

Choose Aion 3.5 Mini when you care most about lower output-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, Aion 3.5 Mini is estimated at $1.4 vs $1.75 for GPT-6.1 Terra (batch), saving $0.35 (20% lower).
  • Aion 3.5 Mini is $0.35 cheaper on the standard workload (20% lower).
  • GPT-6.1 Terra (batch) is $0.2 cheaper per 1M input tokens (28.6% lower; 1.4x difference).
  • Aion 3.5 Mini is $1.1 cheaper per 1M output tokens (44% lower; 1.79x difference).
  • GPT-6.1 Terra (batch) has 787.86K more context (4.01x larger).
Head-to-Head Specs
FeatureNewGPT-6.1 Terra (batch)
(OpenAI)
Aion 3.5 Mini
(AionLabs)
Input Price
prompt tokens per 1M
$0.5$0.7
Completion Price
per 1M tokens
$2.5$1.4
Sample Workload Cost
1M input + 500K output
$1.75$1.4
Context Window1.05M262.14K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionAion 3.5 MiniOn the standard 1M input plus 500K output workload, Aion 3.5 Mini is estimated at $1.4 vs $1.75 for GPT-6.1 Terra (batch), saving $0.35 (20% lower).
High-volume input processingGPT-6.1 Terra (batch)Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsAion 3.5 MiniLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGPT-6.1 Terra (batch)A 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-6.1 Terra (batch) when lower sample workload cost matters most: $0.
  • gpt-oss-20b (free) can replace GPT-6.1 Terra (batch) when lower sample workload cost matters most: $0.
  • gpt-oss-20b can replace GPT-6.1 Terra (batch) when lower sample workload cost matters most: $0.06.
  • gpt-oss-20b (batch) can replace GPT-6.1 Terra (batch) when lower sample workload cost matters most: $0.08.
Larger context near this budget
  • Llama 4 Scout offers 1.31M context with $0.25 sample workload cost.

Cheaper alternatives

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

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Larger context alternatives

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

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Provider catalogs

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

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OpenAI catalog

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

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AionLabs catalog

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

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