API cost decision in 10 seconds

Seed-2.0-Mini vs GLM 5

Pick Seed-2.0-Mini 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 Seed-2.0-Mini when budget and context both matter.

On the standard 1M input plus 500K output workload, Seed-2.0-Mini is estimated at $0.3 vs $1.56 for GLM 5, saving $1.26 (80.8% lower).

Cost-first pickSeed-2.0-Mini
Context-first pickSeed-2.0-Mini
Sample savings$1.2680.8%
10x traffic gap$12.6

Seed-2.0-Mini is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $12.6. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Seed-2.0-Mini stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickSeed-2.0-MiniGLM 5
Input-heavy / RAG5M input + 500K outputSeed-2.0-Mini$0.7$3.96
Balanced workload1M input + 1M outputSeed-2.0-Mini$0.5$2.52
Output-heavy chatbot1M input + 5M outputSeed-2.0-Mini$2.1$10.2
Cheaper input Seed-2.0-Mini $0.1 vs $0.6 / 1M

Seed-2.0-Mini is $0.5 cheaper per 1M input tokens (83.3% lower; 6x difference).

Cheaper output Seed-2.0-Mini $0.4 vs $1.92 / 1M

Seed-2.0-Mini is $1.52 cheaper per 1M output tokens (79.2% lower; 4.8x difference).

Larger context Seed-2.0-Mini 262.14K vs 202.75K

Seed-2.0-Mini has 59.39K more context (1.29x larger).

Sample workload Seed-2.0-Mini $0.3 vs $1.56

Seed-2.0-Mini is $1.26 cheaper on the standard workload (80.8% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Seed-2.0-Mini Calculating… Estimated API cost
GLM 5 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

Seed-2.0-Mini has the lower input price; Seed-2.0-Mini has the lower output price; Seed-2.0-Mini offers the larger context window. For the 1M input plus 500K output sample, Seed-2.0-Mini is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.3 for Seed-2.0-Mini and $1.56 for GLM 5.

Best Fit

Choose Seed-2.0-Mini when you care most about lower input-token price, lower output-token price, and larger context window.

Choose GLM 5 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, Seed-2.0-Mini is estimated at $0.3 vs $1.56 for GLM 5, saving $1.26 (80.8% lower).
  • Seed-2.0-Mini is $1.26 cheaper on the standard workload (80.8% lower).
  • Seed-2.0-Mini is $0.5 cheaper per 1M input tokens (83.3% lower; 6x difference).
  • Seed-2.0-Mini is $1.52 cheaper per 1M output tokens (79.2% lower; 4.8x difference).
  • Seed-2.0-Mini has 59.39K more context (1.29x larger).
Head-to-Head Specs
FeatureSeed-2.0-Mini
(ByteDance Seed)		GLM 5
(Z.ai)
Input Price
prompt tokens per 1M		$0.1$0.6
Completion Price
per 1M tokens		$0.4$1.92
Sample Workload Cost
1M input + 500K output		$0.3$1.56
Context Window262.14K202.75K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionSeed-2.0-MiniOn the standard 1M input plus 500K output workload, Seed-2.0-Mini is estimated at $0.3 vs $1.56 for GLM 5, saving $1.26 (80.8% lower).
High-volume input processingSeed-2.0-MiniLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsSeed-2.0-MiniLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workSeed-2.0-MiniA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Seed 1.6 Flash can replace Seed-2.0-Mini when lower sample workload cost matters most: $0.22.
  • GLM 4.5 Air (free) can replace GLM 5 when lower sample workload cost matters most: $0.
  • GLM 4 32B can replace GLM 5 when lower sample workload cost matters most: $0.15.
  • GLM 4.7 Flash can replace GLM 5 when lower sample workload cost matters most: $0.26.
Larger context near this budget

Cheaper alternatives

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Larger context alternatives

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Provider catalogs

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ByteDance Seed catalog

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Z.ai catalog

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Seed-2.0-Mini

Seed-2.0-mini targets latency-sensitive, high-concurrency, and cost-sensitive scenarios, emphasizing fast response and flexible inference deployment. It delivers performance comparable to ByteDance-Seed-1.6, supports 256k context, four reasoning effort modes (minimal/low/medium/high), multimodal understanding,...

GLM 5

GLM-5 is Z.ai’s flagship open-source foundation model engineered for complex systems design and long-horizon agent workflows. Built for expert developers, it delivers production-grade performance on large-scale programming tasks, rivaling leading...