InternVL 2.5 78B vs Multilingual E5 Large

Compare InternVL 2.5 78B and Multilingual E5 Large: pricing, performance, context window, latency, and best use cases. Side-by-side comparison on XALEN.

Updated 2026-05-21 · By Abhishek Raj · Our methodology

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Feature InternVL 2.5 78B Multilingual E5 Large
CategoryVisionEmbedding
Parameters78B560M
Context Window128K512
Input Price$0.05/1M tokens$0.001/1M tokens
Output Price$0.10/1M tokensN/A/1M tokens
Latency~400ms~20ms

Choose InternVL 2.5 78B when:

  • ✓ Document analysis
  • ✓ Chart reading
  • ✓ Visual Q&A
Key Strengths:

Strong visual reasoning, Open weights, Good OCR

Choose Multilingual E5 Large when:

  • ✓ Multilingual search
  • ✓ Cross-language RAG
  • ✓ Global apps
Key Strengths:

100+ languages, Strong multilingual, Good quality

Verdict: InternVL 2.5 78B vs Multilingual E5 Large

For cost efficiency, Multilingual E5 Large wins at $0.001/1M input tokens. For speed, Multilingual E5 Large is faster at ~20ms. InternVL 2.5 78B excels at Document analysis while Multilingual E5 Large is better for Multilingual search. Both are available on XALEN through a single API — try them in the Playground to see which fits your workload.

Detailed Analysis

Pricing Comparison

InternVL 2.5 78B costs $0.05/1M input tokens and $0.10/1M output tokens. Multilingual E5 Large costs $0.001 input and N/A output. Multilingual E5 Large is 50.0x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.

Performance & Context

InternVL 2.5 78B has a 128K context window with ~400ms latency. Multilingual E5 Large offers 512 context at ~20ms. InternVL 2.5 78B has the larger context window.

Best For

InternVL 2.5 78B (Vision) is optimized for: Document analysis, Chart reading, Visual Q&A. Multilingual E5 Large (Embedding) works best for: Multilingual search, Cross-language RAG, Global apps.

Try Both on XALEN

Both models are available through XALEN's OpenAI-compatible API. Switch between them by changing the model parameter:

from xalen import XALEN

client = XALEN(api_key="xln_test_YOUR_KEY")

# Use InternVL 2.5 78B
response_a = client.chat.completions.create(
    model="internvl-2-5-78b",
    messages=[{"role": "user", "content": "Your question here"}]
)

# Use Multilingual E5 Large
response_b = client.chat.completions.create(
    model="multilingual-e5-large",
    messages=[{"role": "user", "content": "Your question here"}]
)

Start Building with XALEN

200+ AI models. One API. Pay-as-you-go.

Get API Key Try in Playground

Frequently Asked Questions

Which is better, InternVL 2.5 78B or Multilingual E5 Large?

InternVL 2.5 78B (Vision, 78B) offers Strong visual reasoning. Multilingual E5 Large (Embedding, 560M) offers 100+ languages. Choose InternVL 2.5 78B for Document analysis or Multilingual E5 Large for Multilingual search.

How much does InternVL 2.5 78B cost vs Multilingual E5 Large?

InternVL 2.5 78B: $0.05/1M input, $0.10/1M output. Multilingual E5 Large: $0.001/1M input, N/A/1M output. Both available on XALEN with batch processing at 50% discount.

Can I use both models on XALEN?

Yes. XALEN provides 200+ models through a single OpenAI-compatible API. Switch between InternVL 2.5 78B and Multilingual E5 Large by changing the model parameter. No code changes needed.

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Last updated: 2026-05-21. Pricing and specifications may change. Check pricing page for latest rates.