| Signal | Llama 3 8B Instruct | Delta | Ministral 3 8B 2512 |
|---|---|---|---|
Capabilities | 17 | -50 | |
Benchmarks | 32 | +32 | |
Pricing | 100 | +0 | |
Context window size | 62 | -24 | |
Recency | 0 | -100 | |
Output Capacity | 65 | +45 | |
| Overall Result | 3 wins | of 6 | 3 wins |
Score History
33.6
current score
Ministral 3 8B 2512
right now
40
current score
Meta
Mistral AI
Llama 3 8B Instruct saves you $16.50/month
That's $198.00/year compared to Ministral 3 8B 2512 at your current usage level of 100K calls/month.
| Metric | Llama 3 8B Instruct | Ministral 3 8B 2512 | Winner |
|---|---|---|---|
| Overall Score | 34 | 40 | Ministral 3 8B 2512 |
| Rank | #331 | #234 | Ministral 3 8B 2512 |
| Quality Rank | #331 | #234 | Ministral 3 8B 2512 |
| Adoption Rank | #331 | #234 | Ministral 3 8B 2512 |
| Parameters | 8B | 8B | -- |
| Context Window | 8K | 262K | Ministral 3 8B 2512 |
| Pricing | $0.04/$0.04/M | $0.15/$0.15/M | -- |
| Signal Scores | |||
| Capabilities | 17 | 67 | Ministral 3 8B 2512 |
| Benchmarks | 32 | -- | Llama 3 8B Instruct |
| Pricing | 100 | 100 | Llama 3 8B Instruct |
| Context window size | 62 | 86 | Ministral 3 8B 2512 |
| Recency | 0 | 100 | Ministral 3 8B 2512 |
| Output Capacity | 65 | 20 | Llama 3 8B Instruct |
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 34/100 (rank #331), placing it in the top -14% of all 290 models tracked.
Scores 40/100 (rank #234), placing it in the top 20% of all 290 models tracked.
Ministral 3 8B 2512 has a 6-point advantage, which typically translates to noticeably better performance on complex reasoning, code generation, and multi-step tasks.
Llama 3 8B Instruct offers 73% better value per quality point. At 1M tokens/day, you'd spend $1.20/month with Llama 3 8B Instruct vs $4.50/month with Ministral 3 8B 2512 - a $3.30 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. Llama 3 8B Instruct 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 ($0.04/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 has a moderate advantage with a 6.399999999999999-point lead in composite score. It wins on more signal dimensions, but Llama 3 8B Instruct has specific strengths that could make it the better choice for certain workflows.
Best for Quality
Llama 3 8B Instruct
Marginally better benchmark scores; both are excellent
Best for Cost
Llama 3 8B Instruct
73% lower pricing; better value at scale
Best for Reliability
Llama 3 8B Instruct
Higher uptime and faster response speeds
Best for Prototyping
Llama 3 8B Instruct
Stronger community support and better developer experience
Best for Production
Llama 3 8B Instruct
Wider enterprise adoption and proven at scale
by Meta
| Capability | Llama 3 8B Instruct | Ministral 3 8B 2512 |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Modediffers | ||
| Reasoning | ||
| Web Search | ||
| Image Output |
Meta
Mistral AI
Llama 3 8B Instruct saves you $0.3300/month
That's 73% cheaper than Ministral 3 8B 2512 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 | Llama 3 8B Instruct | Ministral 3 8B 2512 |
|---|---|---|
| Context Window | 8K | 262K |
| Max Output Tokens | 8,192 | -- |
| Open Source | Yes | Yes |
| Created | Apr 18, 2024 | Dec 2, 2025 |