API cost decision in 10 seconds

Claude 3.5 Haiku vs Ministral 3 3B 2512

Pick Ministral 3 3B 2512 for lower cost; pick Claude 3.5 Haiku 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 Ministral 3 3B 2512 for lower cost; pick Claude 3.5 Haiku only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Ministral 3 3B 2512 is estimated at $0.15 vs $2.8 for Claude 3.5 Haiku, saving $2.65 (94.6% lower).

Cost-first pickMinistral 3 3B 2512
Context-first pickClaude 3.5 Haiku
Sample savings$2.6594.6%
10x traffic gap$26.5

Claude 3.5 Haiku has more context, but Ministral 3 3B 2512 saves $2.65 on the standard workload. At 10x that traffic, the same price gap is about $26.5. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Ministral 3 3B 2512 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickClaude 3.5 HaikuMinistral 3 3B 2512
Input-heavy / RAG5M input + 500K outputMinistral 3 3B 2512$6$0.55
Balanced workload1M input + 1M outputMinistral 3 3B 2512$4.8$0.2
Output-heavy chatbot1M input + 5M outputMinistral 3 3B 2512$20.8$0.6
Cheaper input Ministral 3 3B 2512 $0.8 vs $0.1 / 1M

Ministral 3 3B 2512 is $0.7 cheaper per 1M input tokens (87.5% lower; 8x difference).

Cheaper output Ministral 3 3B 2512 $4 vs $0.1 / 1M

Ministral 3 3B 2512 is $3.9 cheaper per 1M output tokens (97.5% lower; 40x difference).

Larger context Claude 3.5 Haiku 200K vs 131.07K

Claude 3.5 Haiku has 68.93K more context (1.53x larger).

Sample workload Ministral 3 3B 2512 $2.8 vs $0.15

Ministral 3 3B 2512 is $2.65 cheaper on the standard workload (94.6% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Claude 3.5 Haiku Calculating… Estimated API cost
Ministral 3 3B 2512 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

Ministral 3 3B 2512 has the lower input price; Ministral 3 3B 2512 has the lower output price; Claude 3.5 Haiku offers the larger context window. For the 1M input plus 500K output sample, Ministral 3 3B 2512 is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $2.8 for Claude 3.5 Haiku and $0.15 for Ministral 3 3B 2512.

Best Fit

Choose Claude 3.5 Haiku when you care most about larger context window.

Choose Ministral 3 3B 2512 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, Ministral 3 3B 2512 is estimated at $0.15 vs $2.8 for Claude 3.5 Haiku, saving $2.65 (94.6% lower).
  • Ministral 3 3B 2512 is $2.65 cheaper on the standard workload (94.6% lower).
  • Ministral 3 3B 2512 is $0.7 cheaper per 1M input tokens (87.5% lower; 8x difference).
  • Ministral 3 3B 2512 is $3.9 cheaper per 1M output tokens (97.5% lower; 40x difference).
  • Claude 3.5 Haiku has 68.93K more context (1.53x larger).
Head-to-Head Specs
FeatureClaude 3.5 Haiku
(Anthropic)		Ministral 3 3B 2512
(Mistral)
Input Price
prompt tokens per 1M		$0.8$0.1
Completion Price
per 1M tokens		$4$0.1
Sample Workload Cost
1M input + 500K output		$2.8$0.15
Context Window200K131.07K
Release Date
Popularity#104#130

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionMinistral 3 3B 2512On the standard 1M input plus 500K output workload, Ministral 3 3B 2512 is estimated at $0.15 vs $2.8 for Claude 3.5 Haiku, saving $2.65 (94.6% lower).
High-volume input processingMinistral 3 3B 2512Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsMinistral 3 3B 2512Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workClaude 3.5 HaikuA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Claude 3 Haiku can replace Claude 3.5 Haiku when lower sample workload cost matters most: $0.88.
  • Mistral Nemo can replace Ministral 3 3B 2512 when lower sample workload cost matters most: $0.04.
  • Mistral Small 3 can replace Ministral 3 3B 2512 when lower sample workload cost matters most: $0.09.
Larger context near this budget
  • Llama 4 Scout offers 10M context with $0.23 sample workload cost.
  • Grok 4.20 offers 2M context with $2.5 sample workload cost.
  • Owl Alpha offers 1.05M context with $0 sample workload cost.
  • DeepSeek V4 Flash offers 1.05M context with $0.2 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.

Open largest context models

Provider catalogs

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

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Anthropic catalog

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

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Mistral catalog

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

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Claude 3.5 Haiku

Claude 3.5 Haiku features offers enhanced capabilities in speed, coding accuracy, and tool use. Engineered to excel in real-time applications, it delivers quick response times that are essential for dynamic...

Ministral 3 3B 2512

The smallest model in the Ministral 3 family, Ministral 3 3B is a powerful, efficient tiny language model with vision capabilities.