SAVRN Model Hub · Comparisons
gemma-4-26B-A4B-it vs Qwen3.6-35B-A3B-NVFP4
Gemma-4-26B-A4B-it has 25.8B parameters and Qwen3.6-35B-A3B-NVFP4 has 24.6B parameters; both are released under Apache License 2.0; at 16-bit, gemma-4-26B-A4B-it needs about 61.9 GB (1x MI300X from $1.85 an hour) and Qwen3.6-35B-A3B-NVFP4 about 59.1 GB (1x MI300X from $1.85 an hour).
| Field | gemma-4-26B-A4B-it google/gemma-4-26B-A4B-it | Qwen3.6-35B-A3B-NVFP4 unsloth/Qwen3.6-35B-A3B-NVFP4 |
|---|---|---|
| Publisher | Unsloth AI | |
| Task | Image and text to text | Image and text to text |
| Modality | Image and text | Image and text |
| Parameters, as reported | 25.8B parameters | 24.6B parameters |
| Architecture | Gemma4ForConditionalGeneration | Qwen3_5MoeForConditionalGeneration |
| Library | transformers | transformers |
| Context length | 262,144 tokens | 262,144 tokens |
| Repository size | 51.6 GB | 26.5 GB |
| Artifact formats | safetensors | safetensors |
| License | apache-2.0 | apache-2.0 |
| Access | Open weights, no gate | Open weights, no gate |
| Memory at 16-bit (weights and margin) | 61.9 GB | 59.1 GB |
| Cheapest GPUs at 16-bit, per hour | 1x MI300X, $1.85 | 1x MI300X, $1.85 |
| Memory at 4-bit (weights and margin) | 15.5 GB | 14.8 GB |
| Cheapest GPUs at 4-bit, per hour | 1x MI300X, $1.85 | 1x MI300X, $1.85 |
| Revision viewed | 4d7ae4984b7d | 739af1e7aac3 |
| Downloads reported by the hub | 9.8M | 1.4M |
| Last observed | 2026-09-18 | 2026-09-18 |
An evaluation row appears only where at least two of these models report the same benchmark with the same stated configuration, metric, unit and setup. Different evaluators stay named in each cell. Values are shown as reported: no unit conversion, no ranking.
Other Reported Results
These results are listed for each model on its own, because the conditions needed to compare them are not stated or do not match. Two results that leave a condition blank are not assumed to share it.
gemma-4-26B-A4B-it
| Benchmark | Conditions | Result | Reported by | Revision | Date |
|---|---|---|---|---|---|
| Idavidrein/gpqa | Task diamondMetric diamondComparison conditions not established | 82.3 | Model Card Reported by a third party |
Evaluated revision not stated | 2026-04-02 |
| MMMU/MMMU_Pro | Task mmmu_pro_visionMetric mmmu_pro_visionComparison conditions not established | 73.8 | Model Card Reported by a third party |
Evaluated revision not stated | 2026-05-12 |
| TIGER-Lab/MMLU-Pro | Task mmlu_proMetric mmlu_proComparison conditions not established | 82.6 | Model Card Reported by a third party |
Evaluated revision not stated | 2026-04-02 |
| cais/hle | Task hleMetric hleSetup With searchComparison conditions not established | 17.2 | Model Card Reported by a third party |
Evaluated revision not stated | 2026-04-02 |
| llamaindex/ExtractBench | Task longMetric longSetup Pipeline name: gemma4_26b_vllm_extract_oneshot_structured_output_file; self-hosted on vLLM, one-shot JSON-Schema structured outputComparison conditions not established | 28.88 | ExtractBench Reported by a third party |
Evaluated revision not stated | 2026-08-26 |
| llamaindex/ExtractBench | Task meanMetric meanSetup Pipeline name: gemma4_26b_vllm_extract_oneshot_structured_output_file; self-hosted on vLLM, one-shot JSON-Schema structured outputComparison conditions not established | 70.27 | ExtractBench Reported by a third party |
Evaluated revision not stated | 2026-08-26 |
| llamaindex/ExtractBench | Task mediumMetric mediumSetup Pipeline name: gemma4_26b_vllm_extract_oneshot_structured_output_file; self-hosted on vLLM, one-shot JSON-Schema structured outputComparison conditions not established | 59.61 | ExtractBench Reported by a third party |
Evaluated revision not stated | 2026-08-26 |
| llamaindex/ExtractBench | Task shortMetric shortSetup Pipeline name: gemma4_26b_vllm_extract_oneshot_structured_output_file; self-hosted on vLLM, one-shot JSON-Schema structured outputComparison conditions not established | 77.7 | ExtractBench Reported by a third party |
Evaluated revision not stated | 2026-08-26 |
| llamaindex/ParseBench | Task chartMetric chartSetup Pipeline name: gemma4_26b_vllm_with_layoutComparison conditions not established | 14.2 | ParseBench Reported by a third party |
Evaluated revision not stated | 2026-04-14 |
| llamaindex/ParseBench | Task layoutMetric layoutSetup Pipeline name: gemma4_26b_vllm_with_layoutComparison conditions not established | 59.2 | ParseBench Reported by a third party |
Evaluated revision not stated | 2026-04-14 |
| llamaindex/ParseBench | Task meanMetric meanSetup Pipeline name: gemma4_26b_vllm_with_layoutComparison conditions not established | 58.5 | ParseBench Reported by a third party |
Evaluated revision not stated | 2026-04-14 |
| llamaindex/ParseBench | Task tableMetric tableSetup Pipeline name: gemma4_26b_vllm_with_layoutComparison conditions not established | 70 | ParseBench Reported by a third party |
Evaluated revision not stated | 2026-04-14 |
| llamaindex/ParseBench | Task text_contentMetric text_contentSetup Pipeline name: gemma4_26b_vllm_with_layoutComparison conditions not established | 83.8 | ParseBench Reported by a third party |
Evaluated revision not stated | 2026-04-14 |
| llamaindex/ParseBench | Task text_formattingMetric text_formattingSetup Pipeline name: gemma4_26b_vllm_with_layoutComparison conditions not established | 65.1 | ParseBench Reported by a third party |
Evaluated revision not stated | 2026-04-14 |
SAVRN's Notes on Qwen3.6-35B-A3B-NVFP4
Of the 256 experts in each layer, 8 fire per token, so only a fraction of the 24.6B parameters touch any one token; memory is the constraint, since every expert has to be resident. The 4-bit row reads 12.3 GB of weights and 14.8 GB needed, and the publisher puts it on a 32 GB card. The cheapest listed setup, one MI300X with 192 GB at $1.85 an hour on-demand, leaves most of the card for a 262,144-token context and for image inputs.
The license is Apache 2.0, so commercial use and modification are permitted with notices retained. Before you commit, note that this is an NVFP4 quantization of Qwen/Qwen3.6-35B-A3B published by Unsloth AI, calibrated on the publisher's own dataset mixed with UltraChat, and that the publisher serves it through vLLM; no host prices for it appear in the SAVRN Index.
Questions
Which is larger, gemma-4-26B-A4B-it or Qwen3.6-35B-A3B-NVFP4?
gemma-4-26B-A4B-it (25.8B parameters) is larger than Qwen3.6-35B-A3B-NVFP4 (24.6B parameters), by the parameter counts their publishers report.
Which is cheaper to run, gemma-4-26B-A4B-it or Qwen3.6-35B-A3B-NVFP4?
At 4-bit, gemma-4-26B-A4B-it fits on 1x MI300X from $1.85 an hour and Qwen3.6-35B-A3B-NVFP4 on 1x MI300X from $1.85 an hour, at the lowest on-demand prices the SAVRN Index lists.
Can I use gemma-4-26B-A4B-it commercially?
Yes. gemma-4-26B-A4B-it is released under Apache License 2.0. The Apache License 2.0 is a permissive open-source license. It permits commercial use, modification and redistribution. It requires keeping the license and copyright notices and any NOTICE file, stating significant changes, and it includes an express patent grant from contributors.
Can I use Qwen3.6-35B-A3B-NVFP4 commercially?
Yes. Qwen3.6-35B-A3B-NVFP4 is released under Apache License 2.0. The Apache License 2.0 is a permissive open-source license. It permits commercial use, modification and redistribution. It requires keeping the license and copyright notices and any NOTICE file, stating significant changes, and it includes an express patent grant from contributors.