GPT-4o vs MiniMax M3
| Signal | GPT-4o | Delta | MiniMax M3 |
|---|---|---|---|
Capabilities | 67 | -17 | |
Benchmarks | 74 | +2 | |
Pricing | 90 | -9 | |
Context window size | 81 | -14 | |
Recency | 0 | -100 | |
Output Capacity | 70 | -25 | |
| Overall Result | 1 wins | of 6 | 5 wins |
Score History
71.2
current score
MiniMax M3
right now
74.3
current score
GPT-4o
OpenAI
MiniMax M3
MiniMax
MiniMax M3 saves you $660.00/month
That's $7920.00/year compared to GPT-4o at your current usage level of 100K calls/month.
| Metric | GPT-4o | MiniMax M3 | Winner |
|---|---|---|---|
| Overall Score | 71 | 74 | MiniMax M3 |
| Rank | #157 | #131 | MiniMax M3 |
| Quality Rank | #157 | #131 | MiniMax M3 |
| Adoption Rank | #157 | #131 | MiniMax M3 |
| Parameters | -- | -- | -- |
| Context Window | 128K | 1049K | MiniMax M3 |
| Pricing | $2.50/$10.00/M | $0.30/$1.20/M | -- |
| Signal Scores | |||
| Capabilities | 67 | 83 | MiniMax M3 |
| Benchmarks | 74 | 73 | GPT-4o |
| Pricing | 90 | 99 | MiniMax M3 |
| Context window size | 81 | 96 | MiniMax M3 |
| Recency | 0 | 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 71/100 (rank #157), placing it in the top 46% of all 290 models tracked.
Scores 74/100 (rank #131), placing it in the top 55% of all 290 models tracked.
With only a 3-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 GPT-4o when you need:
- General-purpose tasks across coding, writing, and analysis
Choose MiniMax M3 when you need:
- High-volume production workloads where API costs must be minimized
- Processing long documents or large codebases (1049K token context)
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
MiniMax M3 offers 88% better value per quality point. At 1M tokens/day, you'd spend $22.50/month with MiniMax M3 vs $187.50/month with GPT-4o - a $165.00 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. MiniMax M3 also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($1.20/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 has a moderate advantage with a 3.0999999999999943-point lead in composite score. It wins on more signal dimensions, but GPT-4o has specific strengths that could make it the better choice for certain workflows.
By Use Case
Best for Quality
GPT-4o
Marginally better benchmark scores; both are excellent
Best for Cost
MiniMax M3
88% lower pricing; better value at scale
Best for Reliability
GPT-4o
Higher uptime and faster response speeds
Best for Prototyping
GPT-4o
Stronger community support and better developer experience
Best for Production
GPT-4o
Wider enterprise adoption and proven at scale
by OpenAI
- Choose for Quality - Marginally better benchmark scores; both are excellent
- 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 | GPT-4o | MiniMax M3 |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Search | ||
| Image Output |
GPT-4o
OpenAI
MiniMax M3
MiniMax
MiniMax M3 saves you $14.52/month
That's 88% cheaper than GPT-4o 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 | GPT-4o | MiniMax M3 |
|---|---|---|
| Context Window | 128K | 1.0M |
| Max Output Tokens | 16,384 | 512,000 |
| Open Source | No | Yes |
| Created | May 13, 2024 | May 31, 2026 |