Seed-2.0-Code is $4.5 cheaper per 1M input tokens (90% lower; 10x difference).
API cost decision in 10 seconds
🔥Claude Opus 5 vs NewSeed-2.0-Code
Pick Seed-2.0-Code for lower cost; pick Claude Opus 5 only if the larger context window matters more.
Page updated:
Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Seed-2.0-Code for lower cost; pick Claude Opus 5 only if the larger context window matters more.
On the standard 1M input plus 500K output workload, Seed-2.0-Code is estimated at $2 vs $17.5 for Claude Opus 5, saving $15.5 (88.6% lower).
Cost-first pickSeed-2.0-Code
Context-first pickClaude Opus 5
Sample savings$15.588.6%
10x traffic gap$155
Claude Opus 5 has more context, but Seed-2.0-Code saves $15.5 on the standard workload. At 10x that traffic, the same price gap is about $155. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Seed-2.0-Code stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Claude Opus 5 | Seed-2.0-Code |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Seed-2.0-Code | $37.5 | $4 |
| Balanced workload | 1M input + 1M output | Seed-2.0-Code | $30 | $3.5 |
| Output-heavy chatbot | 1M input + 5M output | Seed-2.0-Code | $130 | $15.5 |
Seed-2.0-Code is $22 cheaper per 1M output tokens (88% lower; 8.33x difference).
Claude Opus 5 has 737.86K more context (3.81x larger).
Seed-2.0-Code is $15.5 cheaper on the standard workload (88.6% 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
Seed-2.0-Code has the lower input price; Seed-2.0-Code has the lower output price; Claude Opus 5 offers the larger context window. For the 1M input plus 500K output sample, Seed-2.0-Code is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $17.5 for Claude Opus 5 and $2 for Seed-2.0-Code.
Choose Claude Opus 5 when you care most about larger context window.
Choose Seed-2.0-Code when you care most about lower input-token price, and lower output-token price.
- On the standard 1M input plus 500K output workload, Seed-2.0-Code is estimated at $2 vs $17.5 for Claude Opus 5, saving $15.5 (88.6% lower).
- Seed-2.0-Code is $15.5 cheaper on the standard workload (88.6% lower).
- Seed-2.0-Code is $4.5 cheaper per 1M input tokens (90% lower; 10x difference).
- Seed-2.0-Code is $22 cheaper per 1M output tokens (88% lower; 8.33x difference).
- Claude Opus 5 has 737.86K more context (3.81x larger).
| Feature | 🔥Claude Opus 5 (Anthropic) | NewSeed-2.0-Code (ByteDance Seed) |
|---|---|---|
| Input Price prompt tokens per 1M | $5 | $0.5 |
| Completion Price per 1M tokens | $25 | $3 |
| Sample Workload Cost 1M input + 500K output | $17.5 | $2 |
| Context Window | 1M | 262.14K |
| Release Date | ||
| Popularity | #9 |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Seed-2.0-Code | On the standard 1M input plus 500K output workload, Seed-2.0-Code is estimated at $2 vs $17.5 for Claude Opus 5, saving $15.5 (88.6% lower). |
| High-volume input processing | Seed-2.0-Code | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Seed-2.0-Code | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Claude Opus 5 | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Claude 3 Haiku can replace Claude Opus 5 when lower sample workload cost matters most: $0.88.
- Claude Haiku 4.5 (batch) can replace Claude Opus 5 when lower sample workload cost matters most: $1.75.
- Claude 3.5 Haiku can replace Claude Opus 5 when lower sample workload cost matters most: $2.8.
- Claude Sonnet 5 (batch) can replace Claude Opus 5 when lower sample workload cost matters most: $3.5.
- Grok 4.20 Multi-Agent offers 2M context with $2.5 sample workload cost.
- Grok 4.20 offers 2M context with $2.5 sample workload cost.
- DeepSeek V4 Flash 0731 offers 1.31M context with $0.17 sample workload cost.
- DeepSeek V4 Flash Latest offers 1.31M context with $0.11 sample workload cost.
- DeepSeek V4 Flash 0731 · DeepSeek · #1
- MiMo-V2.5 · Xiaomi · #2
- Hy3 · Tencent · #3
- Ox Alpha · stealth · #4
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 largest context modelsProvider catalogs
Compare models within provider hubs before choosing a final API vendor.
Open provider hubsAnthropic catalog
Review all tracked Anthropic models before deciding whether this matchup is the right shortlist.
Open Anthropic modelsByteDance Seed catalog
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