Ministral 3 8B 2512 (batch) vs Qwen3 Coder Next
| Signal | Ministral 3 8B 2512 (batch) | Delta | Qwen3 Coder Next |
|---|---|---|---|
Capabilities | 67 | +17 | |
Pricing | 100 | +1 | |
Context window size | 86 | -- | |
Recency | 79 | -11 | |
Output Capacity | 85 | -1 | |
| Overall Result | 2 wins | of 5 | 2 wins |
Score History
40
current score
Tied
right now
40
current score
Ministral 3 8B 2512 (batch)
Mistral AI
Qwen3 Coder Next
Alibaba
Ministral 3 8B 2512 (batch) saves you $40.75/month
That's $489.00/year compared to Qwen3 Coder Next at your current usage level of 100K calls/month.
| Metric | Ministral 3 8B 2512 (batch) | Qwen3 Coder Next | Winner |
|---|---|---|---|
| Overall Score | 40 | 40 | -- |
| Rank | #348 | #334 | Qwen3 Coder Next |
| Quality Rank | #348 | #334 | Qwen3 Coder Next |
| Adoption Rank | #348 | #334 | Qwen3 Coder Next |
| Parameters | 8B | -- | -- |
| Context Window | 262K | 262K | -- |
| Pricing | $0.07/$0.07/M | $0.12/$0.80/M | -- |
| Signal Scores | |||
| Capabilities | 67 | 50 | Ministral 3 8B 2512 (batch) |
| Pricing | 100 | 99 | Ministral 3 8B 2512 (batch) |
| Context window size | 86 | 86 | Ministral 3 8B 2512 (batch) |
| Recency | 79 | 91 | Qwen3 Coder Next |
| Output Capacity | 85 | 86 | Qwen3 Coder Next |
Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.
Scores 40/100 (rank #348), placing it in the top -20% of all 290 models tracked.
Scores 40/100 (rank #334), placing it in the top -15% of all 290 models tracked.
With only a 0-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.
Choose Ministral 3 8B 2512 (batch) when you need:
- High-volume production workloads where API costs must be minimized
- Multimodal workflows that require image understanding
- Self-hosted deployments where you need full control over the model
Choose Qwen3 Coder Next when you need:
- Self-hosted deployments where you need full control over the model
Ministral 3 8B 2512 (batch) offers 84% better value per quality point. At 1M tokens/day, you'd spend $2.25/month with Ministral 3 8B 2512 (batch) vs $13.80/month with Qwen3 Coder Next - a $11.55 monthly difference.
Both models have comparable response speeds. For most applications, the latency difference is negligible.
When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.
Code generation & review
Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Suitable for user-facing chat with competitive response times. Ministral 3 8B 2512 (batch) also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (262K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.07/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (40/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
Ministral 3 8B 2512 (batch) and Qwen3 Coder Next are extremely close in overall performance (only 0 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.
By Use Case
Best for Quality
Ministral 3 8B 2512 (batch)
Marginally better benchmark scores; both are excellent
Best for Cost
Ministral 3 8B 2512 (batch)
84% lower pricing; better value at scale
Best for Reliability
Ministral 3 8B 2512 (batch)
Higher uptime and faster response speeds
Best for Prototyping
Ministral 3 8B 2512 (batch)
Stronger community support and better developer experience
Best for Production
Ministral 3 8B 2512 (batch)
Wider enterprise adoption and proven at scale
by Mistral AI
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Cost - 84% lower pricing; better value at scale
- Choose for Reliability - Higher uptime and faster response speeds
- Choose for Prototyping - Stronger community support and better developer experience
- Choose for Production - Wider enterprise adoption and proven at scale
| Capability | Ministral 3 8B 2512 (batch) | Qwen3 Coder Next |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Search | ||
| Image Output |
Ministral 3 8B 2512 (batch)
Mistral AI
Qwen3 Coder Next
Alibaba
Ministral 3 8B 2512 (batch) saves you $0.9510/month
That's 81% cheaper than Qwen3 Coder Next at 1,000 tokens/request and 100 requests/day.
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | Ministral 3 8B 2512 (batch) | Qwen3 Coder Next |
|---|---|---|
| Context Window | 262K | 262K |
| Max Output Tokens | 209,715 | 235,929 |
| Open Source | Yes | Yes |
| Created | Dec 2, 2025 | Feb 4, 2026 |