API cost decision in 10 seconds

Aion-3.0 vs Mistral Medium 3.5

Pick Mistral Medium 3.5 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 Mistral Medium 3.5 when budget and context both matter.

On the standard 1M input plus 500K output workload, Mistral Medium 3.5 is estimated at $5.25 vs $6 for Aion-3.0, saving $0.75 (12.5% lower).

Cost-first pickMistral Medium 3.5
Context-first pickMistral Medium 3.5
Sample savings$0.7512.5%
10x traffic gap$7.5

Mistral Medium 3.5 is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $7.5. 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 Mistral Medium 3.5, balanced workload favors Tie, and output-heavy chatbot favors Aion-3.0.

Workload shapeToken mixBetter pickAion-3.0Mistral Medium 3.5
Input-heavy / RAG5M input + 500K outputMistral Medium 3.5$18$11.25
Balanced workload1M input + 1M outputTie$9$9
Output-heavy chatbot1M input + 5M outputAion-3.0$33$39
Cheaper input Mistral Medium 3.5 $3 vs $1.5 / 1M

Mistral Medium 3.5 is $1.5 cheaper per 1M input tokens (50% lower; 2x difference).

Cheaper output Aion-3.0 $6 vs $7.5 / 1M

Aion-3.0 is $1.5 cheaper per 1M output tokens (20% lower; 1.25x difference).

Larger context Mistral Medium 3.5 131.07K vs 262.14K

Mistral Medium 3.5 has 131.07K more context (2x larger).

Sample workload Mistral Medium 3.5 $6 vs $5.25

Mistral Medium 3.5 is $0.75 cheaper on the standard workload (12.5% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Aion-3.0 Calculating… Estimated API cost
Mistral Medium 3.5 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

Mistral Medium 3.5 has the lower input price; Aion-3.0 has the lower output price; Mistral Medium 3.5 offers the larger context window. For the 1M input plus 500K output sample, Mistral Medium 3.5 is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $6 for Aion-3.0 and $5.25 for Mistral Medium 3.5.

Best Fit

Choose Aion-3.0 when you care most about lower output-token price.

Choose Mistral Medium 3.5 when you care most about lower input-token price, and larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, Mistral Medium 3.5 is estimated at $5.25 vs $6 for Aion-3.0, saving $0.75 (12.5% lower).
  • Mistral Medium 3.5 is $0.75 cheaper on the standard workload (12.5% lower).
  • Mistral Medium 3.5 is $1.5 cheaper per 1M input tokens (50% lower; 2x difference).
  • Aion-3.0 is $1.5 cheaper per 1M output tokens (20% lower; 1.25x difference).
  • Mistral Medium 3.5 has 131.07K more context (2x larger).
Head-to-Head Specs
FeatureAion-3.0
(AionLabs)
Mistral Medium 3.5
(Mistral)
Input Price
prompt tokens per 1M
$3$1.5
Completion Price
per 1M tokens
$6$7.5
Sample Workload Cost
1M input + 500K output
$6$5.25
Context Window131.07K262.14K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionMistral Medium 3.5On the standard 1M input plus 500K output workload, Mistral Medium 3.5 is estimated at $5.25 vs $6 for Aion-3.0, saving $0.75 (12.5% lower).
High-volume input processingMistral Medium 3.5Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsAion-3.0Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workMistral Medium 3.5A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Aion-3.0-Mini can replace Aion-3.0 when lower sample workload cost matters most: $1.4.
  • Aion-1.0-Mini can replace Aion-3.0 when lower sample workload cost matters most: $1.4.
  • Aion-2.0 can replace Aion-3.0 when lower sample workload cost matters most: $1.6.
  • Aion-RP 1.0 (8B) can replace Aion-3.0 when lower sample workload cost matters most: $1.6.

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.

Open largest context models

Provider catalogs

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

Open provider hubs

AionLabs catalog

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

Open AionLabs models

Mistral catalog

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

Open Mistral models
Aion-3.0

Aion-3.0 is a multi-model roleplaying and storytelling system from AionLabs, built on the GLM family of models. It uses a collaborative generation process in which multiple specialized models each contribute...

Mistral Medium 3.5

Mistral Medium 3.5 is a dense 128B instruction-following model from Mistral AI. It supports text and image inputs with text output, and is designed for agentic workflows, coding, and complex...