API cost decision in 10 seconds

NewGPT-6.1 Terra Pro (batch) vs Seed-2.0-Code

Pick GPT-6.1 Terra Pro (batch) when budget and context both matter.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick GPT-6.1 Terra Pro (batch) when budget and context both matter.

On the standard 1M input plus 500K output workload, GPT-6.1 Terra Pro (batch) is estimated at $1.75 vs $2 for Seed-2.0-Code, saving $0.25 (12.5% lower).

Cost-first pickGPT-6.1 Terra Pro (batch)
Context-first pickGPT-6.1 Terra Pro (batch)
Sample savings$0.2512.5%
10x traffic gap$2.5

GPT-6.1 Terra Pro (batch) is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $2.5. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

GPT-6.1 Terra Pro (batch) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGPT-6.1 Terra Pro (batch)Seed-2.0-Code
Input-heavy / RAG5M input + 500K outputGPT-6.1 Terra Pro (batch)$3.75$4
Balanced workload1M input + 1M outputGPT-6.1 Terra Pro (batch)$3$3.5
Output-heavy chatbot1M input + 5M outputGPT-6.1 Terra Pro (batch)$13$15.5
Cheaper input Tie $0.5 vs $0.5 / 1M

Both models report the same input price at $0.5 per 1M tokens.

Cheaper output GPT-6.1 Terra Pro (batch) $2.5 vs $3 / 1M

GPT-6.1 Terra Pro (batch) is $0.5 cheaper per 1M output tokens (16.7% lower; 1.2x difference).

Larger context GPT-6.1 Terra Pro (batch) 1.05M vs 262.14K

GPT-6.1 Terra Pro (batch) has 787.86K more context (4.01x larger).

Sample workload GPT-6.1 Terra Pro (batch) $1.75 vs $2

GPT-6.1 Terra Pro (batch) is $0.25 cheaper on the standard workload (12.5% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
GPT-6.1 Terra Pro (batch) Calculating… Estimated API cost
Seed-2.0-Code Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

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

Verdict

both models tie on input price; GPT-6.1 Terra Pro (batch) has the lower output price; GPT-6.1 Terra Pro (batch) offers the larger context window. For the 1M input plus 500K output sample, GPT-6.1 Terra Pro (batch) is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $1.75 for GPT-6.1 Terra Pro (batch) and $2 for Seed-2.0-Code.

Best Fit

Choose GPT-6.1 Terra Pro (batch) when you care most about lower output-token price, and larger context window.

Choose Seed-2.0-Code when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Decision Notes
  • On the standard 1M input plus 500K output workload, GPT-6.1 Terra Pro (batch) is estimated at $1.75 vs $2 for Seed-2.0-Code, saving $0.25 (12.5% lower).
  • GPT-6.1 Terra Pro (batch) is $0.25 cheaper on the standard workload (12.5% lower).
  • Both models report the same input price at $0.5 per 1M tokens.
  • GPT-6.1 Terra Pro (batch) is $0.5 cheaper per 1M output tokens (16.7% lower; 1.2x difference).
  • GPT-6.1 Terra Pro (batch) has 787.86K more context (4.01x larger).
Head-to-Head Specs
FeatureNewGPT-6.1 Terra Pro (batch)
(OpenAI)
Seed-2.0-Code
(ByteDance Seed)
Input Price
prompt tokens per 1M
$0.5$0.5
Completion Price
per 1M tokens
$2.5$3
Sample Workload Cost
1M input + 500K output
$1.75$2
Context Window1.05M262.14K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionGPT-6.1 Terra Pro (batch)On the standard 1M input plus 500K output workload, GPT-6.1 Terra Pro (batch) is estimated at $1.75 vs $2 for Seed-2.0-Code, saving $0.25 (12.5% lower).
High-volume input processingTieLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsGPT-6.1 Terra Pro (batch)Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGPT-6.1 Terra Pro (batch)A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • gpt-oss-120b (free) can replace GPT-6.1 Terra Pro (batch) when lower sample workload cost matters most: $0.
  • gpt-oss-20b (free) can replace GPT-6.1 Terra Pro (batch) when lower sample workload cost matters most: $0.
  • gpt-oss-20b can replace GPT-6.1 Terra Pro (batch) when lower sample workload cost matters most: $0.06.
  • gpt-oss-20b (batch) can replace GPT-6.1 Terra Pro (batch) when lower sample workload cost matters most: $0.08.
Larger context near this budget

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

Open cheapest models

Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

Open largest context models

Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

Open provider hubs

OpenAI catalog

Review all tracked OpenAI models before deciding whether this matchup is the right shortlist.

Open OpenAI models

ByteDance Seed catalog

Check other ByteDance Seed models with comparable pricing, context, or release timing.

Open ByteDance Seed models
GPT-6.1 Terra Pro (batch)

GPT-6.1 Terra Pro is the same underlying model as [GPT-6.1 Terra](https://openrouter.ai/openai/gpt-6.1-terra), served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks. **Cost note:** pro mode spends far more...

Seed-2.0-Code

Seed 2.0 Code is a model from ByteDance Seed optimized for agentic coding. It is suited for frontend development, multilingual programming tasks, and coding-agent workflows in tools such as Claude...