API cost decision in 10 seconds

Devstral 2 2512 vs Olmo 3 32B Think

Pick Olmo 3 32B Think for lower cost; pick Devstral 2 2512 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 Olmo 3 32B Think for lower cost; pick Devstral 2 2512 only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Olmo 3 32B Think is estimated at $0.4 vs $1.4 for Devstral 2 2512, saving $1 (71.4% lower).

Cost-first pickOlmo 3 32B Think
Context-first pickDevstral 2 2512
Sample savings$171.4%
10x traffic gap$10

Devstral 2 2512 has more context, but Olmo 3 32B Think saves $1 on the standard workload. At 10x that traffic, the same price gap is about $10. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Olmo 3 32B Think stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickDevstral 2 2512Olmo 3 32B Think
Input-heavy / RAG5M input + 500K outputOlmo 3 32B Think$3$1
Balanced workload1M input + 1M outputOlmo 3 32B Think$2.4$0.65
Output-heavy chatbot1M input + 5M outputOlmo 3 32B Think$10.4$2.65
Cheaper input Olmo 3 32B Think $0.4 vs $0.15 / 1M

Olmo 3 32B Think is $0.25 cheaper per 1M input tokens (62.5% lower; 2.67x difference).

Cheaper output Olmo 3 32B Think $2 vs $0.5 / 1M

Olmo 3 32B Think is $1.5 cheaper per 1M output tokens (75% lower; 4x difference).

Larger context Devstral 2 2512 262.14K vs 65.54K

Devstral 2 2512 has 196.61K more context (4x larger).

Sample workload Olmo 3 32B Think $1.4 vs $0.4

Olmo 3 32B Think is $1 cheaper on the standard workload (71.4% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Devstral 2 2512 Calculating… Estimated API cost
Olmo 3 32B Think 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

Olmo 3 32B Think has the lower input price; Olmo 3 32B Think has the lower output price; Devstral 2 2512 offers the larger context window. For the 1M input plus 500K output sample, Olmo 3 32B Think is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $1.4 for Devstral 2 2512 and $0.4 for Olmo 3 32B Think.

Best Fit

Choose Devstral 2 2512 when you care most about larger context window.

Choose Olmo 3 32B Think when you care most about lower input-token price, and lower output-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, Olmo 3 32B Think is estimated at $0.4 vs $1.4 for Devstral 2 2512, saving $1 (71.4% lower).
  • Olmo 3 32B Think is $1 cheaper on the standard workload (71.4% lower).
  • Olmo 3 32B Think is $0.25 cheaper per 1M input tokens (62.5% lower; 2.67x difference).
  • Olmo 3 32B Think is $1.5 cheaper per 1M output tokens (75% lower; 4x difference).
  • Devstral 2 2512 has 196.61K more context (4x larger).
Head-to-Head Specs
FeatureDevstral 2 2512
(Mistral)		Olmo 3 32B Think
(AllenAI)
Input Price
prompt tokens per 1M		$0.4$0.15
Completion Price
per 1M tokens		$2$0.5
Sample Workload Cost
1M input + 500K output		$1.4$0.4
Context Window262.14K65.54K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionOlmo 3 32B ThinkOn the standard 1M input plus 500K output workload, Olmo 3 32B Think is estimated at $0.4 vs $1.4 for Devstral 2 2512, saving $1 (71.4% lower).
High-volume input processingOlmo 3 32B ThinkLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsOlmo 3 32B ThinkLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workDevstral 2 2512A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Mistral Nemo can replace Devstral 2 2512 when lower sample workload cost matters most: $0.04.
  • Mistral Small 3 can replace Devstral 2 2512 when lower sample workload cost matters most: $0.09.
  • Ministral 3 3B 2512 can replace Devstral 2 2512 when lower sample workload cost matters most: $0.15.
  • Mistral Small 3.2 24B can replace Devstral 2 2512 when lower sample workload cost matters most: $0.17.
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Cheaper alternatives

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Larger context alternatives

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Provider catalogs

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Mistral catalog

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AllenAI catalog

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Open AllenAI models
Devstral 2 2512

Devstral 2 is a state-of-the-art open-source model by Mistral AI specializing in agentic coding. It is a 123B-parameter dense transformer model supporting a 256K context window. Devstral 2 supports exploring...

Olmo 3 32B Think

Olmo 3 32B Think is a large-scale, 32-billion-parameter model purpose-built for deep reasoning, complex logic chains and advanced instruction-following scenarios. Its capacity enables strong performance on demanding evaluation tasks and...