AI model comparison
Compare recorded price, context, output limits, speed, latency, capabilities, and input/output support. Every missing value stays visible, and unsourced benchmarks are excluded.
This Qwen/Qwen3-8B vs zai-org/GLM-5.2 comparison is designed for teams choosing between two production model records, not for declaring a universal winner. Qwen/Qwen3-8B by Qwen currently records 131.1K context, 8.2K maximum output, $0.18 input per 1M tokens, $0.70 output per 1M tokens. zai-org/GLM-5.2 by zai-org records 1M context, 131.1K maximum output, $1.40 input per 1M tokens, $4.40 output per 1M tokens. The tables below separate documented capabilities, commercial limits, directory measurements, and source-linked benchmark evidence so you can see where the data is complete and where independent testing is still required.
Qwen
Qwen/Qwen3-8B is a source-linked Hugging Face repository assigned to Text generation. Its recorded task interface accepts text and produces text.
Accepts
Produces
zai-org
Hugging Face repository for Text generation.
Accepts
Produces
At a glance
This is a directional summary of the values recorded in this directory—not a universal quality verdict. Test the finalists on your own prompts before committing.
Where Qwen/Qwen3-8B leads in recorded data
Where zai-org/GLM-5.2 leads in recorded data
Context capacity
Higher listed limit
Qwen/Qwen3-8B:131.1K
zai-org/GLM-5.2:1M
zai-org/GLM-5.2
Maximum output
Higher listed limit
Qwen/Qwen3-8B:8.2K
zai-org/GLM-5.2:131.1K
zai-org/GLM-5.2
Input price
Lower recorded price
Qwen/Qwen3-8B:$0.18
zai-org/GLM-5.2:$1.40
Qwen/Qwen3-8B
Output price
Lower recorded price
Qwen/Qwen3-8B:$0.70
zai-org/GLM-5.2:$4.40
Qwen/Qwen3-8B
Output speed
Higher recorded throughput
Qwen/Qwen3-8B:—
zai-org/GLM-5.2:—
No complete comparison
Time to first token
Lower recorded latency
Qwen/Qwen3-8B:—
zai-org/GLM-5.2:—
No complete comparison
Intelligence Index
Higher directory index
Qwen/Qwen3-8B:—
zai-org/GLM-5.2:—
No complete comparison
Evidence
A score appears only when both records include a verified source. It is not treated as a universal ranking.
Specifications
| Specification | Qwen/Qwen3-8B | zai-org/GLM-5.2 |
|---|---|---|
| Provider | Qwen | zai-org |
| Model family | — | — |
| Accepted inputs | text | text |
| Produced outputs | text | text |
| Context window | 131.1K | 1MRecorded lead |
| Max output | 8.2K | 131.1KRecorded lead |
| Intelligence Index | — | — |
| Input price / 1M | $0.18Recorded lead | $1.40 |
| Output price / 1M | $0.70Recorded lead | $4.40 |
| Output speed | — | — |
| Time to first token | — | — |
| Reasoning mode | Documented | Documented |
| Tool calling | Documented | Documented |
| Image input | Not documented | Not documented |
| Audio input | Not documented | Not documented |
| Structured output | Not documented | Not documented |
| License | Not documented | Not documented |
| Released | Apr 1, 2025 | Jun 13, 2026 |
Workload guidance
Qwen/Qwen3-8B currently leads on lower recorded input price, lower recorded output price. zai-org/GLM-5.2 currently leads on larger context, larger maximum output. Choose according to the constraints that matter to your workload, then run the same representative prompts against both models before making a production commitment. Neither the larger number nor the lower price is automatically the better choice: prompt quality, tool reliability, modality support, rate limits, data policy, and provider implementation can change the result. Use this page to build a shortlist, confirm current terms in the linked sources, and validate quality, latency, and cost with your own traffic.
Provenance
Prices and hosted performance can change. SyncDev records source references and clearly separates documented specifications from measured values; confirm commercial terms with the provider before deployment.
Qwen/Qwen3-8B
Qwen · model record and recorded source
zai-org/GLM-5.2
zai-org · model record and recorded source
Choose any two approved model records and review them with the same evidence rules.