INTELLECT-3 is $2.8 cheaper per 1M input tokens (93.3% lower; 15x difference).
API cost decision in 10 seconds
Anthropic Claude Sonnet Latest vs INTELLECT-3
Pick INTELLECT-3 for lower cost; pick Anthropic Claude Sonnet Latest only if the larger context window matters more.
Pricing data updated:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick INTELLECT-3 for lower cost; pick Anthropic Claude Sonnet Latest only if the larger context window matters more.
On the standard 1M input plus 500K output workload, INTELLECT-3 is estimated at $0.75 vs $10.5 for Anthropic Claude Sonnet Latest, saving $9.75 (92.9% lower).
Cost-first pickINTELLECT-3
Context-first pickAnthropic Claude Sonnet Latest
Sample savings$9.7592.9%
10x traffic gap$97.5
Anthropic Claude Sonnet Latest has more context, but INTELLECT-3 saves $9.75 on the standard workload. At 10x that traffic, the same price gap is about $97.5. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
INTELLECT-3 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Anthropic Claude Sonnet Latest | INTELLECT-3 |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | INTELLECT-3 | $22.5 | $1.55 |
| Balanced workload | 1M input + 1M output | INTELLECT-3 | $18 | $1.3 |
| Output-heavy chatbot | 1M input + 5M output | INTELLECT-3 | $78 | $5.7 |
INTELLECT-3 is $13.9 cheaper per 1M output tokens (92.7% lower; 13.6x difference).
Anthropic Claude Sonnet Latest has 868.93K more context (7.63x larger).
INTELLECT-3 is $9.75 cheaper on the standard workload (92.9% lower).
Estimate your workload cost
Your Workload Cost
This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.
Quick Decision
INTELLECT-3 has the lower input price; INTELLECT-3 has the lower output price; Anthropic Claude Sonnet Latest offers the larger context window. For the 1M input plus 500K output sample, INTELLECT-3 is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $10.5 for Anthropic Claude Sonnet Latest and $0.75 for INTELLECT-3.
Choose Anthropic Claude Sonnet Latest when you care most about larger context window.
Choose INTELLECT-3 when you care most about lower input-token price, and lower output-token price.
- On the standard 1M input plus 500K output workload, INTELLECT-3 is estimated at $0.75 vs $10.5 for Anthropic Claude Sonnet Latest, saving $9.75 (92.9% lower).
- INTELLECT-3 is $9.75 cheaper on the standard workload (92.9% lower).
- INTELLECT-3 is $2.8 cheaper per 1M input tokens (93.3% lower; 15x difference).
- INTELLECT-3 is $13.9 cheaper per 1M output tokens (92.7% lower; 13.6x difference).
- Anthropic Claude Sonnet Latest has 868.93K more context (7.63x larger).
| Feature | Anthropic Claude Sonnet Latest (Anthropic) | INTELLECT-3 (Prime Intellect) |
|---|---|---|
| Input Price prompt tokens per 1M | $3 | $0.2 |
| Completion Price per 1M tokens | $15 | $1.1 |
| Sample Workload Cost 1M input + 500K output | $10.5 | $0.75 |
| Context Window | 1M | 131.07K |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | INTELLECT-3 | On the standard 1M input plus 500K output workload, INTELLECT-3 is estimated at $0.75 vs $10.5 for Anthropic Claude Sonnet Latest, saving $9.75 (92.9% lower). |
| High-volume input processing | INTELLECT-3 | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | INTELLECT-3 | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Anthropic Claude Sonnet Latest | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Claude 3 Haiku can replace Anthropic Claude Sonnet Latest when lower sample workload cost matters most: $0.88.
- Claude 3.5 Haiku can replace Anthropic Claude Sonnet Latest when lower sample workload cost matters most: $2.8.
- Anthropic Claude Haiku Latest can replace Anthropic Claude Sonnet Latest when lower sample workload cost matters most: $3.5.
- Claude Haiku 4.5 can replace Anthropic Claude Sonnet Latest when lower sample workload cost matters most: $3.5.
- Llama 4 Scout offers 10M context with $0.23 sample workload cost.
- Grok 4.20 Multi-Agent offers 2M context with $5 sample workload cost.
- Grok 4.20 offers 2M context with $2.5 sample workload cost.
- GPT-5.4 offers 1.05M context with $10 sample workload cost.
- No popular competitor is currently available.
Cheaper alternatives
Review low-cost models sorted by a standard 1M input plus 500K output workload.
Open cheapest modelsLarger context alternatives
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Open provider hubsAnthropic catalog
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Open Anthropic modelsPrime Intellect catalog
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Open Prime Intellect modelsThis model always redirects to the latest model in the Anthropic Claude Sonnet family.
INTELLECT-3 is a 106B-parameter Mixture-of-Experts model (12B active) post-trained from GLM-4.5-Air-Base using supervised fine-tuning (SFT) followed by large-scale reinforcement learning (RL). It offers state-of-the-art performance for its size across math,...