OpenGPTEvidence-based model decisionsCURATED MODEL COMPARISON
Llama 4 Maverick 17B-128E vs Qwen3 235B-A22B
Llama 4 Maverick 17B-128E vs Qwen3 235B-A22B: Compare open-weight candidates while keeping hardware, serving, license, and operational requirements in the final decision. Compare exact official model IDs using published signals, provider links, and clearly separated family-level guidance.
Updated:Published data side by side
Each value keeps its original source and scale. Missing data is not treated as zero, and OpenGPT does not create a composite winner.
| Ranking angle | Llama 4 Maverick 17B-128E | Qwen3 235B-A22B |
|---|---|---|
| User preference | Rank 222Published value: 1327Original ranking: LMArena ↗Official identity mapping ↗Research edition: 2026-08 · Aug 8, 2026 | Rank 132Published value: 1403Original ranking: LMArena ↗Official identity mapping ↗Research edition: 2026-08 · Aug 8, 2026 |
| Intelligence index | No linked comparable data | No linked comparable data |
| Objective tasks | No linked comparable data | No linked comparable data |
| Cost per successful task | No linked comparable data | No linked comparable data |
| Open-weight models | No linked comparable data | No linked comparable data |
This page organizes published third-party data. OpenGPT did not rerun the underlying evaluations.
What to validate
These strengths and limits describe the wider model family from official positioning, not measured results for this exact version.
Llama 4 Maverick 17B-128E
meta-llama/Llama-4-Maverick-17B-128E-InstructFamily strengths
Greater control over deployment, data path, and customization. Large ecosystem of runtimes, fine-tunes, and hosting options.
Family limitations
Production serving requires hardware, security, and operations work. Results vary widely by model size, quantization, and fine-tune.
Qwen3 235B-A22B
Qwen/Qwen3-235B-A22BFamily strengths
Broad Chinese and multilingual model coverage. Offers both hosted services and downloadable models for selected releases.
Family limitations
The family spans many specialized versions that are not interchangeable. Self-hosting still requires hardware, license, and operations review.
Continue with your decision
Use the interactive matrix to add more models, then validate the final two on your own prompts and constraints.