DeepSeek V4.1 Flash vs GLM 5.3 Flash
| Signal | DeepSeek V4.1 Flash | Delta | GLM 5.3 Flash |
|---|---|---|---|
Capabilities | 83 | -- | |
Pricing | 99 | -1 | |
Context window size | 96 | -- | |
Recency | 100 | -- | |
Output Capacity | 96 | -- | |
Benchmarks | 0 | -77 | |
| Overall Result | 0 wins | of 6 | 2 wins |
Score History
40
current score
GLM 5.3 Flash
right now
77.9
current score
DeepSeek V4.1 Flash
DeepSeek
GLM 5.3 Flash
Zhipu AI
GLM 5.3 Flash saves you $50.00/month
That's $600.00/year compared to DeepSeek V4.1 Flash at your current usage level of 100K calls/month.
| Metric | DeepSeek V4.1 Flash | GLM 5.3 Flash | Winner |
|---|---|---|---|
| Overall Score | 40 | 78 | GLM 5.3 Flash |
| Rank | #271 | #112 | GLM 5.3 Flash |
| Quality Rank | #271 | #112 | GLM 5.3 Flash |
| Adoption Rank | #271 | #112 | GLM 5.3 Flash |
| Parameters | -- | -- | -- |
| Context Window | 1049K | 1049K | -- |
| Pricing | $0.30/$1.20/M | $0.15/$0.50/M | -- |
| Signal Scores | |||
| Capabilities | 83 | 83 | DeepSeek V4.1 Flash |
| Pricing | 99 | 100 | GLM 5.3 Flash |
| Context window size | 96 | 96 | DeepSeek V4.1 Flash |
| Recency | 100 | 100 | DeepSeek V4.1 Flash |
| Output Capacity | 96 | 96 | DeepSeek V4.1 Flash |
| Benchmarks | -- | 77 | GLM 5.3 Flash |
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 40/100 (rank #271), placing it in the top 7% of all 290 models tracked.
Scores 78/100 (rank #112), placing it in the top 62% of all 290 models tracked.
GLM 5.3 Flash has a 38-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
Choose DeepSeek V4.1 Flash when you need:
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
Choose GLM 5.3 Flash when you need:
- High-volume production workloads where API costs must be minimized
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
GLM 5.3 Flash offers 57% better value per quality point. At 1M tokens/day, you'd spend $9.75/month with GLM 5.3 Flash vs $22.50/month with DeepSeek V4.1 Flash - a $12.75 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. GLM 5.3 Flash 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 ($0.50/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (78/100) 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
GLM 5.3 Flash clearly outperforms DeepSeek V4.1 Flash with a significant 37.900000000000006-point lead. For most general use cases, GLM 5.3 Flash is the stronger choice. However, DeepSeek V4.1 Flash may still excel in niche scenarios.
By Use Case
Best for Quality
DeepSeek V4.1 Flash
Marginally better benchmark scores; both are excellent
Best for Cost
GLM 5.3 Flash
57% lower pricing; better value at scale
Best for Reliability
DeepSeek V4.1 Flash
Higher uptime and faster response speeds
Best for Prototyping
DeepSeek V4.1 Flash
Stronger community support and better developer experience
Best for Production
DeepSeek V4.1 Flash
Wider enterprise adoption and proven at scale
by DeepSeek
- 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 | DeepSeek V4.1 Flash | GLM 5.3 Flash |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Search | ||
| Image Output |
DeepSeek V4.1 Flash
DeepSeek
GLM 5.3 Flash
Zhipu AI
GLM 5.3 Flash saves you $1.11/month
That's 56% cheaper than DeepSeek V4.1 Flash 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 | DeepSeek V4.1 Flash | GLM 5.3 Flash |
|---|---|---|
| Context Window | 1.0M | 1.0M |
| Max Output Tokens | 943,718 | 943,717 |
| Open Source | Yes | Yes |
| Created | Sep 10, 2026 | Aug 26, 2026 |