Llama 4 Maverick vs o3
| Signal | Llama 4 Maverick | Delta | o3 |
|---|---|---|---|
Capabilities | 67 | -33 | |
Benchmarks | 70 | -18 | |
Pricing | 99 | +7 | |
Context window size | 96 | +11 | |
Recency | 46 | -2 | |
Output Capacity | 70 | -13 | |
| Overall Result | 2 wins | of 6 | 4 wins |
Score History
67.9
current score
o3
right now
86.7
current score
Llama 4 Maverick
Meta
o3
OpenAI
Llama 4 Maverick saves you $540.00/month
That's $6480.00/year compared to o3 at your current usage level of 100K calls/month.
| Metric | Llama 4 Maverick | o3 | Winner |
|---|---|---|---|
| Overall Score | 68 | 87 | o3 |
| Rank | #126 | #43 | o3 |
| Quality Rank | #126 | #43 | o3 |
| Adoption Rank | #126 | #43 | o3 |
| Parameters | -- | -- | -- |
| Context Window | 1049K | 200K | Llama 4 Maverick |
| Pricing | $0.20/$0.80/M | $2.00/$8.00/M | -- |
| Signal Scores | |||
| Capabilities | 67 | 100 | o3 |
| Benchmarks | 70 | 88 | o3 |
| Pricing | 99 | 92 | Llama 4 Maverick |
| Context window size | 96 | 84 | Llama 4 Maverick |
| Recency | 46 | 48 | o3 |
| Output Capacity | 70 | 83 | o3 |
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 68/100 (rank #126), placing it in the top 57% of all 290 models tracked.
Scores 87/100 (rank #43), placing it in the top 86% of all 290 models tracked.
o3 has a 19-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
Choose Llama 4 Maverick when you need:
- High-volume production workloads where API costs must be minimized
- Processing long documents or large codebases (1049K token context)
- Self-hosted deployments where you need full control over the model
Choose o3 when you need:
- Step-by-step reasoning and chain-of-thought problem solving
Llama 4 Maverick offers 90% better value per quality point. At 1M tokens/day, you'd spend $15.00/month with Llama 4 Maverick vs $150.00/month with o3 - a $135.00 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. Llama 4 Maverick 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 ($0.80/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (87/100) 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
o3 clearly outperforms Llama 4 Maverick with a significant 18.799999999999997-point lead. For most general use cases, o3 is the stronger choice. However, Llama 4 Maverick may still excel in niche scenarios.
By Use Case
Best for Quality
Llama 4 Maverick
Marginally better benchmark scores; both are excellent
Best for Cost
Llama 4 Maverick
90% lower pricing; better value at scale
Best for Reliability
Llama 4 Maverick
Higher uptime and faster response speeds
Best for Prototyping
Llama 4 Maverick
Stronger community support and better developer experience
Best for Production
Llama 4 Maverick
Wider enterprise adoption and proven at scale
by Meta
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Cost - 90% 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 Maverick | o3 |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Searchdiffers | ||
| Image Output |
Llama 4 Maverick
Meta
o3
OpenAI
Llama 4 Maverick saves you $11.88/month
That's 90% cheaper than o3 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 Maverick | o3 |
|---|---|---|
| Context Window | 1.0M | 200K |
| Max Output Tokens | 16,384 | 100,000 |
| Open Source | Yes | No |
| Created | Apr 5, 2025 | Apr 16, 2025 |