Text Embedding 3 Large vs Dolphin 2.9.3 72B

Compare Text Embedding 3 Large and Dolphin 2.9.3 72B: pricing, performance, context window, latency, and best use cases. Side-by-side comparison on XALEN.

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

All OpenAI models All Cognitive Computations models What is an LLM API? Python Quickstart What is inference?
Feature Text Embedding 3 Large Dolphin 2.9.3 72B
CategoryEmbeddingOpen Source
Parameters~500M72B
Context Window8K128K
Input Price$0.002/1M tokens$0.04/1M tokens
Output PriceN/A/1M tokens$0.08/1M tokens
Latency~20ms~350ms

Choose Text Embedding 3 Large when:

  • ✓ Semantic search
  • ✓ Knowledge retrieval
  • ✓ Similarity matching
Key Strengths:

3072 dimensions, Superior semantic quality, Matryoshka support

Choose Dolphin 2.9.3 72B when:

  • ✓ Creative writing
  • ✓ Unrestricted generation
  • ✓ Research
Key Strengths:

Uncensored, Strong instruction following, Versatile

Verdict: Text Embedding 3 Large vs Dolphin 2.9.3 72B

For cost efficiency, Text Embedding 3 Large wins at $0.002/1M input tokens. For speed, Text Embedding 3 Large is faster at ~20ms. Text Embedding 3 Large excels at Semantic search while Dolphin 2.9.3 72B is better for Creative writing. Both are available on XALEN through a single API — try them in the Playground to see which fits your workload.

Detailed Analysis

Pricing Comparison

Text Embedding 3 Large costs $0.002/1M input tokens and N/A/1M output tokens. Dolphin 2.9.3 72B costs $0.04 input and $0.08 output. Text Embedding 3 Large is 20.0x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.

Performance & Context

Text Embedding 3 Large has a 8K context window with ~20ms latency. Dolphin 2.9.3 72B offers 128K context at ~350ms. Dolphin 2.9.3 72B has the larger context window.

Best For

Text Embedding 3 Large (Embedding) is optimized for: Semantic search, Knowledge retrieval, Similarity matching. Dolphin 2.9.3 72B (Open Source) works best for: Creative writing, Unrestricted generation, Research.

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 Text Embedding 3 Large
response_a = client.chat.completions.create(
    model="text-embedding-3-large",
    messages=[{"role": "user", "content": "Your question here"}]
)

# Use Dolphin 2.9.3 72B
response_b = client.chat.completions.create(
    model="dolphin-2-9-3-72b",
    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, Text Embedding 3 Large or Dolphin 2.9.3 72B?

Text Embedding 3 Large (Embedding, ~500M) offers 3072 dimensions. Dolphin 2.9.3 72B (Open Source, 72B) offers Uncensored. Choose Text Embedding 3 Large for Semantic search or Dolphin 2.9.3 72B for Creative writing.

How much does Text Embedding 3 Large cost vs Dolphin 2.9.3 72B?

Text Embedding 3 Large: $0.002/1M input, N/A/1M output. Dolphin 2.9.3 72B: $0.04/1M input, $0.08/1M 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 Text Embedding 3 Large and Dolphin 2.9.3 72B by changing the model parameter. No code changes needed.

Related Comparisons

Text Embedding 3 Large vs Gemma 3 27B Text Embedding 3 Large vs Llama 4 Scout Text Embedding 3 Large vs Llama 4 Maverick Text Embedding 3 Large vs Llama 3.3 70B Text Embedding 3 Large vs Llama 3.1 405B Text Embedding 3 Large vs Llama 3.1 70B Turbo

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