ModelRefs / o4 Mini vs InternVL2.5 78B
o4 Mini vs InternVL2.5 78B
o4 Mini vs InternVL2.5 78B: side-by-side benchmarks, pricing, context windows, coding ability and deployment. Pick the right model for your stack.
Overview
InternVL2.5 78B: InternVL2.5 78B is OpenGVLab's multimodal model in the ViT-MLP-LLM configuration, pairing the InternViT-6B-448px-V2.5 vision encoder with Qwen2.5-72B-Instruct as its language model for roughly 78 billion parameters in total. It keeps InternVL 2.0's architecture and advances instead through training and test-time strategy and a larger, filtered data mixture. The project is released under the MIT licence, while the Qwen2.5-72B-Instruct component it embeds carries the Qwen licence.
o4 Mini: o4 Mini is OpenAI's efficient reasoning model, adding vision support to the mini reasoning tier for agentic tasks needing both image understanding and step-by-step logic at low cost per task. It is now deprecated: OpenAI gives the o4-mini-2025-04-16 snapshot and the o4-mini alias a shutdown date of 23 October 2026, with gpt-5.6-terra as the substitute.
Context window: InternVL2.5 78B accepts up to 32,768 tokens, o4 Mini up to 200,000. Confirm the limit for your specific deployment channel before relying on it.
InternVL2.5 78B vs o4 Mini at a glance
| Attribute | InternVL2.5 78B | o4 Mini |
|---|---|---|
| Provider | OpenGVLab | OpenAI |
| Released | 2024-12-06 | 2025-04-16 |
| Context window | 32,768 tokens | 200,000 tokens |
| Input price | Free / self-hosted | $1.1/M tokens |
| Output price | Free / self-hosted | $4.4/M tokens |
| Licence | MIT | Proprietary |
| Self-hostable | Yes, open weights | No, hosted only |
| Modalities | text, vision | text, vision |
Where they differ most
- Cost Efficiency: InternVL2.5 78B 100%, o4 Mini 63%. InternVL2.5 78B 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 o4 Mini vs InternVL2.5 78B.
Frequently asked questions
Which is better, o4 Mini or InternVL2.5 78B?
o4 Mini and InternVL2.5 78B target different workloads — see the benchmark and pricing tables for a side-by-side answer.
Is o4 Mini cheaper than InternVL2.5 78B?
Compare $0.00110 vs $0.00000 on this page.