Llama 4 Scout vs MiniMax M3
| Signal | Llama 4 Scout | Delta | MiniMax M3 |
|---|---|---|---|
Capabilities | 67 | -17 | |
Benchmarks | 52 | -21 | |
Pricing | 100 | +1 | |
Context window size | 97 | +2 | |
Recency | 44 | -56 | |
Output Capacity | 70 | -25 | |
| Overall Result | 2 wins | of 6 | 4 wins |
Score History
54.7
current score
MiniMax M3
right now
74.3
current score
Llama 4 Scout
Meta
MiniMax M3
MiniMax
Llama 4 Scout saves you $65.00/month
That's $780.00/year compared to MiniMax M3 at your current usage level of 100K calls/month.
| Metric | Llama 4 Scout | MiniMax M3 | Winner |
|---|---|---|---|
| Overall Score | 55 | 74 | MiniMax M3 |
| Rank | #217 | #131 | MiniMax M3 |
| Quality Rank | #217 | #131 | MiniMax M3 |
| Adoption Rank | #217 | #131 | MiniMax M3 |
| Parameters | -- | -- | -- |
| Context Window | 1311K | 1049K | Llama 4 Scout |
| Pricing | $0.10/$0.30/M | $0.30/$1.20/M | -- |
| Signal Scores | |||
| Capabilities | 67 | 83 | MiniMax M3 |
| Benchmarks | 52 | 73 | MiniMax M3 |
| Pricing | 100 | 99 | Llama 4 Scout |
| Context window size | 97 | 96 | Llama 4 Scout |
| Recency | 44 | 100 | MiniMax M3 |
| Output Capacity | 70 | 95 | MiniMax M3 |
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 55/100 (rank #217), placing it in the top 26% of all 290 models tracked.
Scores 74/100 (rank #131), placing it in the top 55% of all 290 models tracked.
MiniMax M3 has a 20-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
Choose Llama 4 Scout when you need:
- High-volume production workloads where API costs must be minimized
- Self-hosted deployments where you need full control over the model
Choose MiniMax M3 when you need:
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
Llama 4 Scout offers 73% better value per quality point. At 1M tokens/day, you'd spend $6.00/month with Llama 4 Scout vs $22.50/month with MiniMax M3 - a $16.50 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 4 Scout also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (1311K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.30/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (74/100) 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
MiniMax M3 clearly outperforms Llama 4 Scout with a significant 19.599999999999994-point lead. For most general use cases, MiniMax M3 is the stronger choice. However, Llama 4 Scout may still excel in niche scenarios.
By Use Case
Best for Quality
Llama 4 Scout
Marginally better benchmark scores; both are excellent
Best for Cost
Llama 4 Scout
73% lower pricing; better value at scale
Best for Reliability
Llama 4 Scout
Higher uptime and faster response speeds
Best for Prototyping
Llama 4 Scout
Stronger community support and better developer experience
Best for Production
Llama 4 Scout
Wider enterprise adoption and proven at scale
by Meta
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Cost - 73% 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 | Llama 4 Scout | MiniMax M3 |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Search | ||
| Image Output |
Llama 4 Scout
Meta
MiniMax M3
MiniMax
Llama 4 Scout saves you $1.44/month
That's 73% cheaper than MiniMax M3 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 4 Scout | MiniMax M3 |
|---|---|---|
| Context Window | 1.3M | 1.0M |
| Max Output Tokens | 16,384 | 512,000 |
| Open Source | Yes | Yes |
| Created | Apr 5, 2025 | May 31, 2026 |