Model comparison
GPT-5.4 Pro vs InternVL2-40B
GPT-5.4 Pro has enough public results to be ranked (#18); InternVL2-40B does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
Shanghai AI LabSummary
- InternVL2-40B has downloadable open weights; the other is API-only.
Side by side
| GPT-5.4 Pro | InternVL2-40B | |
|---|---|---|
| Provider | OpenAI | Shanghai AI Lab |
| Noometry Index | 58.9 | 36.6 |
| Released | 2026-03-05 | 2024-07-08 |
| Weights | Proprietary | Open |
| Context window | 1.05M | — |
| Max output | 128K | — |
| Input $ / M tokens | $30 | — |
| Output $ / M tokens | $180 | — |
| Results tracked | 16 | 1 |
Sponsored placements are available on pages like this one. Advertise on Noometry
Category by category
Coding Not comparable
GPT-5.4 Pro: 43.2 (#90), InternVL2-40B: —
| Benchmark | GPT-5.4 Pro | InternVL2-40B |
|---|---|---|
| WeirdML | 57.4% | — |
Reasoning Not comparable
GPT-5.4 Pro: 70.7 (#13), InternVL2-40B: —
| Benchmark | GPT-5.4 Pro | InternVL2-40B |
|---|---|---|
| ARC-AGI-2 | 83.3% | — |
| SimpleBench | 74.1% | — |
| ARC-AGI-1 | 94.5% | — |
| CritPt | 30% | — |
| Chess Puzzles | 58.6% | — |
| EnigmaEval | 23.8% | — |
| Epoch Capabilities Index | 158.93 | — |
Math Not comparable
GPT-5.4 Pro: 72.4 (#22), InternVL2-40B: —
| Benchmark | GPT-5.4 Pro | InternVL2-40B |
|---|---|---|
| FrontierMath (Tiers 1-3) | 82.5% | — |
| FrontierMath Tier 4 | 58.5% | — |
| FrontierMath (Feb 2025 set) | 50% | — |
| FrontierMath Tier 4 (v1) | 37.5% | — |
Knowledge Not comparable
GPT-5.4 Pro: 68.3 (#7), InternVL2-40B: —
| Benchmark | GPT-5.4 Pro | InternVL2-40B |
|---|---|---|
| GPQA Diamond | 94.6% | — |
| Humanity's Last Exam | 44.3% | — |
| SimpleQA Verified | 46.3% | — |
| Vectara Hallucination Rate | 8.3% | — |
Multimodal Not comparable
GPT-5.4 Pro: —, InternVL2-40B: 33.7
| Benchmark | GPT-5.4 Pro | InternVL2-40B |
|---|---|---|
| Video-MME | — | 61.2% |
Frequently asked questions
Is GPT-5.4 Pro better than InternVL2-40B?
GPT-5.4 Pro has enough public results to be ranked (#18); InternVL2-40B does not yet, so treat this comparison as directional.
How many benchmarks do GPT-5.4 Pro and InternVL2-40B share?
0 benchmarks have published results for both models. GPT-5.4 Pro has 16 scored results on Noometry and InternVL2-40B has 1.