ModelRefs / BGE-M3 vs InternVL2.5 78B
BGE-M3 vs InternVL2.5 78B
BGE-M3 vs InternVL2.5 78B: side-by-side benchmarks, pricing, context windows, coding ability and deployment. Pick the right model for your stack.
Overview
BGE-M3: BAAI's 568M-parameter multilingual embedding and retrieval model supporting dense, sparse, and multi-vector representations with inputs up to 8,192 tokens.
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.
Context window: BGE-M3 accepts up to 8,192 tokens, InternVL2.5 78B up to 32,768. Confirm the limit for your specific deployment channel before relying on it.
BGE-M3 vs InternVL2.5 78B at a glance
| Attribute | BGE-M3 | InternVL2.5 78B |
|---|---|---|
| Provider | BAAI | OpenGVLab |
| Released | 2024-01-30 | 2024-12-06 |
| Context window | 8,192 tokens | 32,768 tokens |
| Input price | Free / self-hosted | Free / self-hosted |
| Output price | Free / self-hosted | Free / self-hosted |
| Licence | MIT | MIT |
| Self-hostable | Yes, open weights | Yes, open weights |
| Modalities | text, Embedding, Open Source, Multilingual, BAAI | text, vision |
Where they differ most
- Cost Efficiency: BGE-M3 100%, InternVL2.5 78B 100%. Both score the same 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 BGE-M3 vs InternVL2.5 78B.
Frequently asked questions
Which is better, BGE-M3 or InternVL2.5 78B?
BGE-M3 and InternVL2.5 78B target different workloads — see the benchmark and pricing tables for a side-by-side answer.
Is BGE-M3 cheaper than InternVL2.5 78B?
Compare Free — open weights vs $0.00000 on this page.