ModelRefs / Claude Sonnet 4 vs InternVL2.5 78B — Benchmarks, Pricing &…
Claude Sonnet 4 vs InternVL2.5 78B — Benchmarks, Pricing &…
Claude Sonnet 4 vs InternVL2.5 78B: side-by-side benchmarks, pricing, context windows, coding ability and deployment. Pick the right model for your stack.
Overview
Claude Sonnet 4: Claude Sonnet 4 is Anthropic's May 2025 hybrid-reasoning model for coding, visual reasoning, tool use, and agent workflows. The dated claude-sonnet-4-20250514 snapshot was retired on Anthropic-operated platforms on June 15, 2026 and is retained as a historical evaluation and migration reference.
Context window: Claude Sonnet 4 accepts up to 200,000 tokens, InternVL2.5 78B up to 32,768. Confirm the limit for your specific deployment channel before relying on it.
Claude Sonnet 4 vs InternVL2.5 78B at a glance
| Attribute | Claude Sonnet 4 | InternVL2.5 78B |
|---|---|---|
| Provider | Anthropic | OpenGVLab |
| Released | 2025-05-22 | 2024-12-06 |
| Context window | 200,000 tokens | 32,768 tokens |
| Input price | $3/M tokens | Free / self-hosted |
| Output price | $15/M tokens | Free / self-hosted |
| Licence | Proprietary | MIT |
| Self-hostable | No, hosted only | Yes, open weights |
| Modalities | text, vision | text, vision |
Benchmarks reported for both
| Benchmark | Claude Sonnet 4 | InternVL2.5 78B | Reported |
|---|---|---|---|
| mmmu | 74.4 | 70.1 | 2025-05-22 / 2024-12-06 |
Scores are as published by their cited sources on the dates shown. Different runs use different harnesses, prompts, and dates, so treat these as directional evidence rather than a head-to-head result.
Where they differ most
- Cost Efficiency: Claude Sonnet 4 37%, InternVL2.5 78B 100%. InternVL2.5 78B leads on this dimension.
- OCR: Claude Sonnet 4 74%, InternVL2.5 78B 70%. Claude Sonnet 4 leads on this dimension.
- Multimodal: Claude Sonnet 4 74%, InternVL2.5 78B 70%. Claude Sonnet 4 leads on this dimension.
Capability scores are ModelRefs' own derived signals, not vendor claims or benchmark results. Validate against your own workload before relying on them.
Continue your research
Use these connected ModelRefs sections to compare alternatives, inspect implementation paths, and review the evidence and governance boundaries relevant to Claude Sonnet 4 vs InternVL2.5 78B — Benchmarks, Pricing &….
Frequently asked questions
Which is better, Claude Sonnet 4 or InternVL2.5 78B?
Claude Sonnet 4 and InternVL2.5 78B target different workloads — see the benchmark and pricing tables for a side-by-side answer.
Is Claude Sonnet 4 cheaper than InternVL2.5 78B?
Compare $0.00300 vs $0.00000 on this page.