GLM-4.6V-Flash
Unavailable in this round
Language model
GLM-4.6V-Flash
Z.ai
- Released
- December 8, 2025
- Data date
- September 26, 2026
- Input
- Text, Image, Video
- Output
- Text
GLM-4.6V-Flash brings the text, image, and video understanding of GLM-4.6V into an open 9B checkpoint. Its context is 128K tokens and its output remains text.
With up to 32,768 output tokens and API access, Flash is a distinct small model class rather than only a shortened-context configuration of the larger vision model. The weights are openly available.
Measurements without matching peer values
These measurements have no matching peer values under the same test conditions. Their original values and sources remain available here.
ExtractBench Mean (Show measurement, test conditions, and source)
- Source value
- 45.19
- Score
- 45.19
- Metric
- score
- Unit
- No unit provided
- Category
- document-extraction
- Direction
- Higher is better
- Source type
- official-leaderboard
- Evaluator
- LlamaIndex ExtractBench official leaderboard
- Status
- active
- Retrieved at
- 2026-10-15
- Methodology
- Official benchmark leaderboard. Exact GLM-4.6V-Flash ExtractBench result; card states pipeline glm_4_6v_flash_vllm_extract_oneshot_structured_output_file, 64K output budget (32K answer plus 32K reasoning allowance), single generation. No date/score unit stated. Benchmark prompt, sampling/decoding settings, reasoning effort, quantization, and task run date are not stated in the cited result; none are inferred.
- Context
- The source presents a raw score without an explicit unit or scale; the published value is retained without percentage conversion.
ExtractBench Short (Show measurement, test conditions, and source)
- Source value
- 47.28
- Score
- 47.28
- Metric
- score
- Unit
- No unit provided
- Category
- document-extraction
- Direction
- Higher is better
- Source type
- official-leaderboard
- Evaluator
- LlamaIndex ExtractBench official leaderboard
- Status
- active
- Retrieved at
- 2026-10-15
- Methodology
- Official benchmark leaderboard. Exact GLM-4.6V-Flash ExtractBench Short result; card states pipeline glm_4_6v_flash_vllm_extract_oneshot_structured_output_file, 64K output budget, one generation. Benchmark prompt, sampling/decoding settings, reasoning effort, quantization, and task run date are not stated in the cited result; none are inferred.
- Context
- The source presents a raw score without an explicit unit or scale; the published value is retained without percentage conversion.
ExtractBench Medium (Show measurement, test conditions, and source)
- Source value
- 44.52
- Score
- 44.52
- Metric
- score
- Unit
- No unit provided
- Category
- document-extraction
- Direction
- Higher is better
- Source type
- official-leaderboard
- Evaluator
- LlamaIndex ExtractBench official leaderboard
- Status
- active
- Retrieved at
- 2026-10-15
- Methodology
- Official benchmark leaderboard. Exact GLM-4.6V-Flash ExtractBench Medium result; card states pipeline glm_4_6v_flash_vllm_extract_oneshot_structured_output_file, 64K output budget, one generation. Benchmark prompt, sampling/decoding settings, reasoning effort, quantization, and task run date are not stated in the cited result; none are inferred.
- Context
- The source presents a raw score without an explicit unit or scale; the published value is retained without percentage conversion.
Our tests
SVG short test
One SVG prompt and fixed output settings. Captures are shown only with 0 reported reasoning tokens or documented lack of reasoning controls. Identical test conditions do not make the models' internal compute identical.
Popularity
48 / 100
Sources and data date
| Type | Evidence and data date |
|---|---|
| Input | Documented modalities. Retrieved September 26, 2026. |
| Output | Documented modalities. Retrieved September 26, 2026. |
| Research status | Research date October 15, 2026. 2 source URLs checked. This documents the inspected sources, not an exhaustive inventory of every publication. |
| Not published | extractbench-run-date-and-unit Note The independent benchmark widget reports exact scores and generation setup, but does not state task snapshot/run date or score units. |
| Additional source | Hugging Face (retrieved October 15, 2026) · GLM-4.6V-Flash model card · Editorial description reviewed October 2, 2026 |
| Additional source | LlamaIndex ExtractBench official leaderboard (retrieved October 15, 2026) |
| Additional source | GLM-4.6V-Flash model card text · Editorial description reviewed October 2, 2026 |
| Additional source | OpenRouter: Popularity index (derived), CC BY 4.0 |
| Additional source | Vercel AI Gateway: Popularity index (derived), CC BY 4.0 |
| Additional source | Creative Commons Attribution 4.0 |