DeepSeek Flash Latest vs GLM 5.3 FlashX
| Signal | DeepSeek Flash Latest | Delta | GLM 5.3 FlashX |
|---|---|---|---|
Capabilities | 83 | -- | |
Pricing | 100 | +1 | |
Context window size | 96 | -- | |
Recency | 100 | -- | |
Output Capacity | 96 | +14 | |
Benchmarks | 0 | -69 | |
| Overall Result | 2 wins | of 6 | 1 wins |
Score History
40
current score
GLM 5.3 FlashX
right now
69.7
current score
DeepSeek Flash Latest
~deepseek
GLM 5.3 FlashX
Zhipu AI
DeepSeek Flash Latest saves you $80.25/month
That's $963.00/year compared to GLM 5.3 FlashX at your current usage level of 100K calls/month.
| Metric | DeepSeek Flash Latest | GLM 5.3 FlashX | Winner |
|---|---|---|---|
| Overall Score | 40 | 70 | GLM 5.3 FlashX |
| Rank | #234 | #121 | GLM 5.3 FlashX |
| Quality Rank | #234 | #121 | GLM 5.3 FlashX |
| Adoption Rank | #234 | #121 | GLM 5.3 FlashX |
| Parameters | -- | -- | -- |
| Context Window | 1049K | 1049K | -- |
| Pricing | $0.04/$0.32/M | $0.37/$1.25/M | -- |
| Signal Scores | |||
| Capabilities | 83 | 83 | DeepSeek Flash Latest |
| Pricing | 100 | 99 | DeepSeek Flash Latest |
| Context window size | 96 | 96 | DeepSeek Flash Latest |
| Recency | 100 | 100 | DeepSeek Flash Latest |
| Output Capacity | 96 | 82 | DeepSeek Flash Latest |
| Benchmarks | -- | 69 | GLM 5.3 FlashX |
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 #234), placing it in the top 20% of all 290 models tracked.
Scores 70/100 (rank #121), placing it in the top 59% of all 290 models tracked.
GLM 5.3 FlashX has a 30-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
Choose DeepSeek Flash Latest when you need:
- High-volume production workloads where API costs must be minimized
- Step-by-step reasoning and chain-of-thought problem solving
Choose GLM 5.3 FlashX when you need:
- Step-by-step reasoning and chain-of-thought problem solving
DeepSeek Flash Latest offers 78% better value per quality point. At 1M tokens/day, you'd spend $5.25/month with DeepSeek Flash Latest vs $24.30/month with GLM 5.3 FlashX - a $19.05 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. DeepSeek Flash Latest 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 ($0.32/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (70/100) 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 FlashX clearly outperforms DeepSeek Flash Latest with a significant 29.700000000000003-point lead. For most general use cases, GLM 5.3 FlashX is the stronger choice. However, DeepSeek Flash Latest may still excel in niche scenarios.
By Use Case
Best for Quality
DeepSeek Flash Latest
Marginally better benchmark scores; both are excellent
Best for Cost
DeepSeek Flash Latest
78% lower pricing; better value at scale
Best for Reliability
DeepSeek Flash Latest
Higher uptime and faster response speeds
Best for Prototyping
DeepSeek Flash Latest
Stronger community support and better developer experience
Best for Production
DeepSeek Flash Latest
Wider enterprise adoption and proven at scale
by ~deepseek
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Cost - 78% 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 | DeepSeek Flash Latest | GLM 5.3 FlashX |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Search | ||
| Image Output |
DeepSeek Flash Latest
~deepseek
GLM 5.3 FlashX
Zhipu AI
DeepSeek Flash Latest saves you $1.72/month
That's 80% cheaper than GLM 5.3 FlashX 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 Flash Latest | GLM 5.3 FlashX |
|---|---|---|
| Context Window | 1.0M | 1.0M |
| Max Output Tokens | 943,718 | 131,072 |
| Open Source | No | No |
| Created | Sep 14, 2026 | Sep 18, 2026 |