| Signal | Mixtral 8x22B Instruct | Delta | GLM 4.7 Flash |
|---|---|---|---|
Capabilities | 50 | -17 | |
Benchmarks | 71 | +8 | |
Pricing | 94 | -6 | |
Context window size | 69 | -7 | |
Recency | 0 | -100 | |
Output Capacity | 20 | -50 | |
| Overall Result | 1 wins | of 6 | 5 wins |
Score History
63
current score
GLM 4.7 Flash
right now
63.3
current score
Mistral AI
Zhipu AI
GLM 4.7 Flash saves you $474.00/month
That's $5688.00/year compared to Mixtral 8x22B Instruct at your current usage level of 100K calls/month.
| Metric | Mixtral 8x22B Instruct | GLM 4.7 Flash | Winner |
|---|---|---|---|
| Overall Score | 63 | 63 | GLM 4.7 Flash |
| Rank | #134 | #133 | GLM 4.7 Flash |
| Quality Rank | #134 | #133 | GLM 4.7 Flash |
| Adoption Rank | #134 | #133 | GLM 4.7 Flash |
| Parameters | 22B | -- | -- |
| Context Window | 66K | 203K | GLM 4.7 Flash |
| Pricing | $2.00/$6.00/M | $0.06/$0.40/M | -- |
| Signal Scores | |||
| Capabilities | 50 | 67 | GLM 4.7 Flash |
| Benchmarks | 71 | 62 | Mixtral 8x22B Instruct |
| Pricing | 94 | 100 | GLM 4.7 Flash |
| Context window size | 69 | 76 | GLM 4.7 Flash |
| Recency | 0 | 100 | GLM 4.7 Flash |
| Output Capacity | 20 | 70 | GLM 4.7 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 63/100 (rank #134), placing it in the top 54% of all 290 models tracked.
Scores 63/100 (rank #133), placing it in the top 54% 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.
GLM 4.7 Flash offers 94% better value per quality point. At 1M tokens/day, you'd spend $6.90/month with GLM 4.7 Flash vs $120.00/month with Mixtral 8x22B Instruct - a $113.10 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 4.7 Flash also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (203K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.40/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (63/100) correlates with better nuance, coherence, and style in long-form content
Mixtral 8x22B Instruct and GLM 4.7 Flash are extremely close in overall performance (only 0.29999999999999716 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.
Best for Quality
Mixtral 8x22B Instruct
Marginally better benchmark scores; both are excellent
Best for Cost
GLM 4.7 Flash
94% lower pricing; better value at scale
Best for Reliability
Mixtral 8x22B Instruct
Higher uptime and faster response speeds
Best for Prototyping
Mixtral 8x22B Instruct
Stronger community support and better developer experience
Best for Production
Mixtral 8x22B Instruct
Wider enterprise adoption and proven at scale
by Mistral AI
| Capability | Mixtral 8x22B Instruct | GLM 4.7 Flash |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Search | ||
| Image Output |
Mistral AI
Zhipu AI
GLM 4.7 Flash saves you $10.21/month
That's 95% cheaper than Mixtral 8x22B Instruct 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 | Mixtral 8x22B Instruct | GLM 4.7 Flash |
|---|---|---|
| Context Window | 66K | 203K |
| Max Output Tokens | -- | 16,384 |
| Open Source | Yes | Yes |
| Created | Apr 17, 2024 | Jan 19, 2026 |