Nomic Embed Text v1.5 vs Baichuan 4
Compare Nomic Embed Text v1.5 and Baichuan 4: pricing, performance, context window, latency, and best use cases. Side-by-side comparison on XALEN.
Updated 2026-05-21 · By Abhishek Raj · Our methodology
| Feature | Nomic Embed Text v1.5 | Baichuan 4 |
|---|---|---|
| Category | Embedding | Open Source |
| Parameters | 137M | ~130B |
| Context Window | 8K | 128K |
| Input Price | $0.001/1M tokens | $0.05/1M tokens |
| Output Price | N/A/1M tokens | $0.09/1M tokens |
| Latency | ~10ms | ~350ms |
Choose Nomic Embed Text v1.5 when:
- ✓ Long document embedding
- ✓ Semantic search
- ✓ Clustering
8K context, Very low cost, Fast
Choose Baichuan 4 when:
- ✓ Chinese content
- ✓ Cultural analysis
- ✓ Bilingual apps
Strong Chinese, Cultural knowledge, Good reasoning
Verdict: Nomic Embed Text v1.5 vs Baichuan 4
For cost efficiency, Nomic Embed Text v1.5 wins at $0.001/1M input tokens. For speed, Nomic Embed Text v1.5 is faster at ~10ms. Nomic Embed Text v1.5 excels at Long document embedding while Baichuan 4 is better for Chinese content. Both are available on XALEN through a single API — try them in the Playground to see which fits your workload.
Detailed Analysis
Pricing Comparison
Nomic Embed Text v1.5 costs $0.001/1M input tokens and N/A/1M output tokens. Baichuan 4 costs $0.05 input and $0.09 output. Nomic Embed Text v1.5 is 50.0x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.
Performance & Context
Nomic Embed Text v1.5 has a 8K context window with ~10ms latency. Baichuan 4 offers 128K context at ~350ms. Baichuan 4 has the larger context window.
Best For
Nomic Embed Text v1.5 (Embedding) is optimized for: Long document embedding, Semantic search, Clustering. Baichuan 4 (Open Source) works best for: Chinese content, Cultural analysis, Bilingual 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 Nomic Embed Text v1.5
response_a = client.chat.completions.create(
model="nomic-embed-text-v1-5",
messages=[{"role": "user", "content": "Your question here"}]
)
# Use Baichuan 4
response_b = client.chat.completions.create(
model="baichuan-4",
messages=[{"role": "user", "content": "Your question here"}]
)Frequently Asked Questions
Which is better, Nomic Embed Text v1.5 or Baichuan 4?
Nomic Embed Text v1.5 (Embedding, 137M) offers 8K context. Baichuan 4 (Open Source, ~130B) offers Strong Chinese. Choose Nomic Embed Text v1.5 for Long document embedding or Baichuan 4 for Chinese content.
How much does Nomic Embed Text v1.5 cost vs Baichuan 4?
Nomic Embed Text v1.5: $0.001/1M input, N/A/1M output. Baichuan 4: $0.05/1M input, $0.09/1M 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 Nomic Embed Text v1.5 and Baichuan 4 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.