API cost decision in 10 seconds

Qwen3 Coder 480B A35B vs Ministral 3 14B 2512

Pick Ministral 3 14B 2512 for lower cost; pick Qwen3 Coder 480B A35B 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 14B 2512 for lower cost; pick Qwen3 Coder 480B A35B only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Ministral 3 14B 2512 is estimated at $0.3 vs $1.12 for Qwen3 Coder 480B A35B, saving $0.82 (73.2% lower).

Cost-first pickMinistral 3 14B 2512
Context-first pickQwen3 Coder 480B A35B
Sample savings$0.8273.2%
10x traffic gap$8.2

Qwen3 Coder 480B A35B has more context, but Ministral 3 14B 2512 saves $0.82 on the standard workload. At 10x that traffic, the same price gap is about $8.2. 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 14B 2512 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickQwen3 Coder 480B A35BMinistral 3 14B 2512
Input-heavy / RAG5M input + 500K outputMinistral 3 14B 2512$2$1.1
Balanced workload1M input + 1M outputMinistral 3 14B 2512$2.02$0.4
Output-heavy chatbot1M input + 5M outputMinistral 3 14B 2512$9.22$1.2
Cheaper input Ministral 3 14B 2512 $0.22 vs $0.2 / 1M

Ministral 3 14B 2512 is $0.02 cheaper per 1M input tokens (9.1% lower; 1.1x difference).

Cheaper output Ministral 3 14B 2512 $1.8 vs $0.2 / 1M

Ministral 3 14B 2512 is $1.6 cheaper per 1M output tokens (88.9% lower; 9x difference).

Larger context Qwen3 Coder 480B A35B 1.05M vs 262.14K

Qwen3 Coder 480B A35B has 786.43K more context (4x larger).

Sample workload Ministral 3 14B 2512 $1.12 vs $0.3

Ministral 3 14B 2512 is $0.82 cheaper on the standard workload (73.2% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Qwen3 Coder 480B A35B Calculating… Estimated API cost
Ministral 3 14B 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 14B 2512 has the lower input price; Ministral 3 14B 2512 has the lower output price; Qwen3 Coder 480B A35B offers the larger context window. For the 1M input plus 500K output sample, Ministral 3 14B 2512 is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $1.12 for Qwen3 Coder 480B A35B and $0.3 for Ministral 3 14B 2512.

Best Fit

Choose Qwen3 Coder 480B A35B when you care most about larger context window.

Choose Ministral 3 14B 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 14B 2512 is estimated at $0.3 vs $1.12 for Qwen3 Coder 480B A35B, saving $0.82 (73.2% lower).
  • Ministral 3 14B 2512 is $0.82 cheaper on the standard workload (73.2% lower).
  • Ministral 3 14B 2512 is $0.02 cheaper per 1M input tokens (9.1% lower; 1.1x difference).
  • Ministral 3 14B 2512 is $1.6 cheaper per 1M output tokens (88.9% lower; 9x difference).
  • Qwen3 Coder 480B A35B has 786.43K more context (4x larger).
Head-to-Head Specs
FeatureQwen3 Coder 480B A35B
(Qwen)
Ministral 3 14B 2512
(Mistral)
Input Price
prompt tokens per 1M
$0.22$0.2
Completion Price
per 1M tokens
$1.8$0.2
Sample Workload Cost
1M input + 500K output
$1.12$0.3
Context Window1.05M262.14K
Release Date
Popularity#97#143

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionMinistral 3 14B 2512On the standard 1M input plus 500K output workload, Ministral 3 14B 2512 is estimated at $0.3 vs $1.12 for Qwen3 Coder 480B A35B, saving $0.82 (73.2% lower).
High-volume input processingMinistral 3 14B 2512Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsMinistral 3 14B 2512Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workQwen3 Coder 480B A35BA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
Larger context near this budget
  • Llama 4 Scout offers 10M context with $0.23 sample workload cost.
  • Owl Alpha offers 1.05M context with $0 sample workload cost.

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.

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Qwen catalog

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

Open Qwen models

Mistral catalog

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

Open Mistral models
Qwen3 Coder 480B A35B

Qwen3-Coder-480B-A35B-Instruct is a Mixture-of-Experts (MoE) code generation model developed by the Qwen team. It is optimized for agentic coding tasks such as function calling, tool use, and long-context reasoning over...

Ministral 3 14B 2512

The largest model in the Ministral 3 family, Ministral 3 14B offers frontier capabilities and performance comparable to its larger Mistral Small 3.2 24B counterpart. A powerful and efficient language...