Llama 4 Maverick vs GLM 4.5 Air
| Signal | Llama 4 Maverick | Delta | GLM 4.5 Air |
|---|---|---|---|
Capabilities | 67 | +17 | |
Benchmarks | 76 | +3 | |
Pricing | 99 | +0 | |
Context window size | 96 | +14 | |
Recency | 39 | -20 | |
Output Capacity | 81 | +1 | |
| Overall Result | 5 wins | of 6 | 1 wins |
Score History
70.7
current score
Tied
right now
70.7
current score
Llama 4 Maverick
Meta
GLM 4.5 Air
Zhipu AI
Llama 4 Maverick saves you $0.70/month
That's $8.40/year compared to GLM 4.5 Air at your current usage level of 100K calls/month.
| Metric | Llama 4 Maverick | GLM 4.5 Air | Winner |
|---|---|---|---|
| Overall Score | 71 | 71 | -- |
| Rank | #154 | #153 | GLM 4.5 Air |
| Quality Rank | #154 | #153 | GLM 4.5 Air |
| Adoption Rank | #154 | #153 | GLM 4.5 Air |
| Parameters | -- | -- | -- |
| Context Window | 1049K | 131K | Llama 4 Maverick |
| Pricing | $0.20/$0.70/M | $0.13/$0.85/M | -- |
| Signal Scores | |||
| Capabilities | 67 | 50 | Llama 4 Maverick |
| Benchmarks | 76 | 72 | Llama 4 Maverick |
| Pricing | 99 | 99 | Llama 4 Maverick |
| Context window size | 96 | 81 | Llama 4 Maverick |
| Recency | 39 | 59 | GLM 4.5 Air |
| Output Capacity | 81 | 80 | Llama 4 Maverick |
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 #154), placing it in the top 47% of all 290 models tracked.
Scores 71/100 (rank #153), placing it in the top 48% 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 Llama 4 Maverick when you need:
- Processing long documents or large codebases (1049K token context)
- Multimodal workflows that require image understanding
- Self-hosted deployments where you need full control over the model
Choose GLM 4.5 Air 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 Maverick offers 9% better value per quality point. At 1M tokens/day, you'd spend $13.44/month with Llama 4 Maverick vs $14.70/month with GLM 4.5 Air - a $1.26 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 ($0.70/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (71/100) 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
Llama 4 Maverick and GLM 4.5 Air 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
Llama 4 Maverick
Marginally better benchmark scores; both are excellent
Best for Cost
Llama 4 Maverick
9% 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 - 9% 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 | GLM 4.5 Air |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Calling | ||
| Streaming | ||
| JSON Modediffers | ||
| Reasoningdiffers | ||
| Web Search | ||
| Image Output |
Llama 4 Maverick
Meta
GLM 4.5 Air
Zhipu AI
Llama 4 Maverick saves you $0.0588/month
That's 5% cheaper than GLM 4.5 Air 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 | GLM 4.5 Air |
|---|---|---|
| Context Window | 1.0M | 131K |
| Max Output Tokens | 115,200 | 98,304 |
| Open Source | Yes | Yes |
| Created | Apr 5, 2025 | Jul 25, 2025 |