API cost decision in 10 seconds

NewAnthropic Claude Haiku Latest vs GLM 5 Turbo

Pick GLM 5 Turbo 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 GLM 5 Turbo when budget and context both matter.

On the standard 1M input plus 500K output workload, GLM 5 Turbo is estimated at $3.2 vs $3.5 for Anthropic Claude Haiku Latest, saving $0.3 (8.6% lower).

Cost-first pickGLM 5 Turbo
Context-first pickGLM 5 Turbo
Sample savings$0.38.6%
10x traffic gap$3

GLM 5 Turbo is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $3. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Cost winner changes by workload shape: input-heavy / RAG favors Anthropic Claude Haiku Latest, balanced workload favors GLM 5 Turbo, and output-heavy chatbot favors GLM 5 Turbo.

Workload shapeToken mixBetter pickAnthropic Claude Haiku LatestGLM 5 Turbo
Input-heavy / RAG5M input + 500K outputAnthropic Claude Haiku Latest$7.5$8
Balanced workload1M input + 1M outputGLM 5 Turbo$6$5.2
Output-heavy chatbot1M input + 5M outputGLM 5 Turbo$26$21.2
Cheaper input Anthropic Claude Haiku Latest $1 vs $1.2 / 1M

Anthropic Claude Haiku Latest is $0.2 cheaper per 1M input tokens (16.7% lower; 1.2x difference).

Cheaper output GLM 5 Turbo $5 vs $4 / 1M

GLM 5 Turbo is $1 cheaper per 1M output tokens (20% lower; 1.25x difference).

Larger context GLM 5 Turbo 200K vs 202.75K

GLM 5 Turbo has 2.75K more context (1.01x larger).

Sample workload GLM 5 Turbo $3.5 vs $3.2

GLM 5 Turbo is $0.3 cheaper on the standard workload (8.6% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Anthropic Claude Haiku Latest Calculating… Estimated API cost
GLM 5 Turbo 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

Anthropic Claude Haiku Latest has the lower input price; GLM 5 Turbo has the lower output price; GLM 5 Turbo offers the larger context window. For the 1M input plus 500K output sample, GLM 5 Turbo is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $3.5 for Anthropic Claude Haiku Latest and $3.2 for GLM 5 Turbo.

Best Fit

Choose Anthropic Claude Haiku Latest when you care most about lower input-token price.

Choose GLM 5 Turbo when you care most about lower output-token price, and larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, GLM 5 Turbo is estimated at $3.2 vs $3.5 for Anthropic Claude Haiku Latest, saving $0.3 (8.6% lower).
  • GLM 5 Turbo is $0.3 cheaper on the standard workload (8.6% lower).
  • Anthropic Claude Haiku Latest is $0.2 cheaper per 1M input tokens (16.7% lower; 1.2x difference).
  • GLM 5 Turbo is $1 cheaper per 1M output tokens (20% lower; 1.25x difference).
  • GLM 5 Turbo has 2.75K more context (1.01x larger).
Head-to-Head Specs
FeatureNewAnthropic Claude Haiku Latest
(Anthropic)
GLM 5 Turbo
(Z.ai)
Input Price
prompt tokens per 1M
$1$1.2
Completion Price
per 1M tokens
$5$4
Sample Workload Cost
1M input + 500K output
$3.5$3.2
Context Window200K202.75K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionGLM 5 TurboOn the standard 1M input plus 500K output workload, GLM 5 Turbo is estimated at $3.2 vs $3.5 for Anthropic Claude Haiku Latest, saving $0.3 (8.6% lower).
High-volume input processingAnthropic Claude Haiku LatestLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsGLM 5 TurboLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGLM 5 TurboA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Claude 3 Haiku can replace Anthropic Claude Haiku Latest when lower sample workload cost matters most: $0.88.
  • Claude 3.5 Haiku can replace Anthropic Claude Haiku Latest when lower sample workload cost matters most: $2.8.
  • GLM 4.5 Air (free) can replace GLM 5 Turbo when lower sample workload cost matters most: $0.
  • GLM 4 32B can replace GLM 5 Turbo when lower sample workload cost matters most: $0.15.
Larger context near this budget
  • Llama 4 Scout offers 10M context with $0.23 sample workload cost.
  • Grok 4.20 offers 2M context with $2.5 sample workload cost.
  • Owl Alpha offers 1.05M context with $0 sample workload cost.
  • DeepSeek V4 Flash offers 1.05M context with $0.2 sample workload cost.

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.

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Anthropic catalog

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

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Z.ai catalog

Check other Z.ai models with comparable pricing, context, or release timing.

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Anthropic Claude Haiku Latest

This model always redirects to the latest model in the Anthropic Claude Haiku family.

GLM 5 Turbo

GLM-5 Turbo is a new model from Z.ai designed for fast inference and strong performance in agent-driven environments such as OpenClaw scenarios. It is deeply optimized for real-world agent workflows...