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Comparisons / Qwen3.8-Max vs GLM-5.3: API Access, Openness and Media Support

Qwen3.8-Max vs GLM-5.3: API Access, Openness and Media Support

Updated: 2026-09-22

Qwen3.8-Max vs GLM-5.3: API Access, Openness and Media Support
Image: AI-generated illustration (Seedream)

Compared entities

Comparison dimensions

API pricing (per 1M tokens, caching) Context window size Reasoning & knowledge performance Coding capabilities Vision / multimodal input Open-weight availability License terms API access & platform features

All figures below are from the China AI Hub database, last verified 2026-09-22. Where a field is not publicly disclosed, we say so rather than estimating.

At a glance

DimensionQwen3.8-MaxGLM-5.3
Context window1,048,576 tokens1,048,576 tokens
Maximum output131,072 tokens131,072 tokens
Input price (per 1M)$2.00$1.40
Output price (per 1M)$6.00$4.40
Open weightsNo (proprietary)Yes (Apache-2.0)
API availableYesYes
ReasoningYesYes
CodingYesYes
Vision / VideoYes / YesNot listed
Tool callingYesNot listed
Structured outputYesNot listed
Benchmark records in DB54

Pricing

Qwen3.8-Max lists $2.00 input / $6.00 output per 1M tokens; GLM-5.3 lists $1.40 input / $4.40 output — about 30% lower on both axes. Both prices come from official provider pages. Reasoning workloads multiply output tokens, so the output-price difference compounds on long chains of thought.

Context

Identical listed context: 1,048,576 tokens input, 131,072 tokens maximum output. On this axis the two are equivalent per the database.

Capabilities

Both list reasoning and coding. Qwen3.8-Max additionally lists vision, video, tool calling and structured output. GLM-5.3 lists none of those four. For document-image, video and structured-output workflows, the database records a clear difference in listed capability.

Openness and deployment

This is the largest split. GLM-5.3 is open weight under Apache-2.0 and can be self-hosted; Qwen3.8-Max is proprietary and API-only. Organizations with data-residency or self-hosting requirements have an option in one and not the other.

Benchmarks and verification

The database holds 5 benchmark records for Qwen3.8-Max and 4 for GLM-5.3, each labeled with source type and version. Counts differ because benchmarks differ; we do not rank the models. Check the benchmark pages for per-benchmark scores and source-type labels.

Trade-off summary

  • Media and tools: Qwen3.8-Max lists vision, video, tool calling and structured output; GLM-5.3 lists none of these.
  • Openness: GLM-5.3 is Apache-2.0 open weight and self-hostable; Qwen3.8-Max is API-only.
  • Price: GLM-5.3 lists roughly 30% lower input and output prices.
  • Context: identical listed windows.

Choose by deployment constraints and workload: self-hosting and budget favor GLM-5.3’s openness and price; vision/video and tool-heavy pipelines favor Qwen3.8-Max’s listed capabilities. Verify prices on the official pages before committing.

Sources