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| 3 models | zai-orgGLM-5.3Remove × | kreaKrea 3 EditRemove × | NVIDIANemotron 3.5 Super VLRemove × |
|---|---|---|---|
| What’s different | Reuses the GLM-5.2 base with new post-training; exposes low, high and max reasoning effort, defaulting to max. | Edits and combines reference images using text instructions, with optional prompt expansion, output-size controls, and reproducible generation through a seed. | 120B/12B-active Mamba-2 hybrid with a vision encoder; native speculative decoding and switchable thinking. |
| Date | Aug 18, 2026Released | Oct 14, 2026Listed | Oct 15, 2026Released |
API prices USD · provider configuration shown below | |||
| Listed rate | $0.079 in / $1.40 out/ 1M tokensWafer · via OpenRouter · all routes ↗wafer/us · quantization=fp4 | $0.025/ megapixelfal · all routes ↗Output + reference images | See provider quotes |
| Provider endpoints | 57 endpoints → | 1 endpoint → | 0 endpoints → |
Benchmarks Each result retains its evaluation configuration | |||
| AA Intelligence ↗4.3.2 | 44.78 ↗Effort: max · MaxIndependent result | Not reported | 26.49 ↗Effort not specifiedIndependent result |
| AA-Briefcase ↗1.1 | 1,506.33 ↗Effort: max · MaxIndependent result | Not reported | 998.76 ↗Effort not specifiedIndependent result |
| GDPval-AA ↗2.1 | 1,648.98 ↗Effort: max · MaxIndependent result | Not reported | 1,162.41 ↗Effort not specifiedIndependent result |
| AutomationBench-AA ↗AA Index 4.3.2 collection | 62.2% ↗Effort: max · MaxIndependent result | Not reported | 14.82% ↗Effort not specifiedIndependent result |
| Terminal-Bench 4.0 · AA ↗ | 41.92% ↗Effort: max · MaxHarness unreportedIndependent result | Not reported | 0% ↗Effort not specifiedHarness unreportedIndependent result |
| SciCode ↗AA Index 4.3.2 collection | 59.03% ↗AA · Under reviewEffort: max · MaxIndependent result | Not reported | 47.8% ↗AA · Under reviewEffort not specifiedIndependent result |
| Humanity’s Last Exam ↗AA Index 4.3.2 collection | 42.26% ↗Effort: max · MaxIndependent result | Not reported | 30.72% ↗Effort not specifiedIndependent result |
| GDP.pdf ↗AA Index 4.3.2 collection | 11.2% ↗Effort: max · MaxIndependent result | Not reported | 8% ↗Effort not specifiedIndependent result |
| CritPt ↗AA Index 4.3.2 collection | 19.14% ↗AA · Under reviewEffort: max · MaxIndependent result | Not reported | 10.57% ↗AA · Under reviewEffort not specifiedIndependent result |
| AA-Omniscience ↗AA Index 4.3.2 collection | 14.3 ↗Effort: max · MaxIndependent result | Not reported | -4.22 ↗Effort not specifiedIndependent result |
| AA-LCR ↗1.1 | 79.67% ↗Effort: max · MaxIndependent result | Not reported | 69% ↗Effort not specifiedIndependent result |
| LiveBench ↗2.0 · 2026-10-14 (dataset 2026-09-02) | 60.74% ↗Effort: max · single run · equal mean of 7 suitesIndependent result | Not reported | 51.47% ↗Effort: max · single run · equal mean of 7 suitesIndependent result |
| LiveBench Design ↗2.0 · 2026-10-14 (dataset 2026-09-02) | 77.3% ↗Effort: max · single runIndependent result | Not reported | 60.7% ↗Effort: max · single runIndependent result |
| LiveBench Research ↗2.0 · 2026-10-14 (dataset 2026-09-02) | 73.2% ↗Effort: max · single runIndependent result | Not reported | 70.9% ↗Effort: max · single runIndependent result |
| LiveBench Browser Use ↗2.0 · 2026-10-14 (dataset 2026-09-02) | 0% ↗Effort: max · single runIndependent result | Not reported | 4% ↗Effort: max · single runIndependent result |
| LiveBench Coding ↗2.0 · 2026-10-14 (dataset 2026-09-02) | 82.8% ↗Effort: max · single runIndependent result | Not reported | 65.5% ↗Effort: max · single runIndependent result |
| LiveBench Agentic ↗2.0 · 2026-10-14 (dataset 2026-09-02) | 35.9% ↗Effort: max · single runIndependent result | Not reported | 15.8% ↗Effort: max · single runIndependent result |
| LiveBench Data Analysis ↗2.0 · 2026-10-14 (dataset 2026-09-02) | 70.2% ↗Effort: max · single runIndependent result | Not reported | 64.6% ↗Effort: max · single runIndependent result |
| LiveBench Reasoning ↗2.0 · 2026-10-14 (dataset 2026-09-02) | 85.8% ↗Effort: max · single runIndependent result | Not reported | 78.8% ↗Effort: max · single runIndependent result |
Specifications | |||
| Context window | 1M | — | 1M |
| Max output | 943.7K | — | — |
| Parameters | — | — | 120B |
| Tool calling | Supported | Not reported | Not reported |
| Structured output | Supported | Not reported | Not reported |
| Image input | Not reported | Not reported | Supported |
| Reasoning | Supported | Not reported | Supported |
| Prompt caching | Supported | Not reported | Not reported |
| Open weights | Supported | Not reported | Supported |