API cost decision in 10 seconds

🔥Kimi K2.6 vs GLM 4.5 Air (free)

Pick GLM 4.5 Air (free) for lower cost; pick Kimi K2.6 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 GLM 4.5 Air (free) for lower cost; pick Kimi K2.6 only if the larger context window matters more.

On the standard 1M input plus 500K output workload, GLM 4.5 Air (free) is estimated at $0 vs $2.48 for Kimi K2.6, saving $2.48 (100% lower).

Cost-first pickGLM 4.5 Air (free)
Context-first pickKimi K2.6
Sample savings$2.48100%
10x traffic gap$24.75

Kimi K2.6 has more context, but GLM 4.5 Air (free) saves $2.48 on the standard workload. At 10x that traffic, the same price gap is about $24.75. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

GLM 4.5 Air (free) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickKimi K2.6GLM 4.5 Air (free)
Input-heavy / RAG5M input + 500K outputGLM 4.5 Air (free)$5.39$0
Balanced workload1M input + 1M outputGLM 4.5 Air (free)$4.22$0
Output-heavy chatbot1M input + 5M outputGLM 4.5 Air (free)$18.18$0
Cheaper input GLM 4.5 Air (free) $0.73 vs $0 / 1M

GLM 4.5 Air (free) is free for input tokens while Kimi K2.6 costs $0.73 per 1M tokens.

Cheaper output GLM 4.5 Air (free) $3.49 vs $0 / 1M

GLM 4.5 Air (free) is free for output tokens while Kimi K2.6 costs $3.49 per 1M tokens.

Larger context Kimi K2.6 262.14K vs 131.07K

Kimi K2.6 has 131.07K more context (2x larger).

Sample workload GLM 4.5 Air (free) $2.48 vs $0

GLM 4.5 Air (free) is free for the standard workload while the other model is estimated at $2.48.

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Kimi K2.6 Calculating… Estimated API cost
GLM 4.5 Air (free) 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

GLM 4.5 Air (free) has the lower input price; GLM 4.5 Air (free) has the lower output price; Kimi K2.6 offers the larger context window. For the 1M input plus 500K output sample, GLM 4.5 Air (free) is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $2.48 for Kimi K2.6 and $0 for GLM 4.5 Air (free).

Best Fit

Choose Kimi K2.6 when you care most about larger context window.

Choose GLM 4.5 Air (free) when you care most about lower input-token price, and lower output-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, GLM 4.5 Air (free) is estimated at $0 vs $2.48 for Kimi K2.6, saving $2.48 (100% lower).
  • GLM 4.5 Air (free) is free for the standard workload while the other model is estimated at $2.48.
  • GLM 4.5 Air (free) is free for input tokens while Kimi K2.6 costs $0.73 per 1M tokens.
  • GLM 4.5 Air (free) is free for output tokens while Kimi K2.6 costs $3.49 per 1M tokens.
  • Kimi K2.6 has 131.07K more context (2x larger).
Head-to-Head Specs
Feature🔥Kimi K2.6
(MoonshotAI)
GLM 4.5 Air (free)
(Z.ai)
Input Price
prompt tokens per 1M
$0.73$0
Completion Price
per 1M tokens
$3.49$0
Sample Workload Cost
1M input + 500K output
$2.48$0
Context Window262.14K131.07K
Release Date
Popularity#12#41

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionGLM 4.5 Air (free)On the standard 1M input plus 500K output workload, GLM 4.5 Air (free) is estimated at $0 vs $2.48 for Kimi K2.6, saving $2.48 (100% lower).
High-volume input processingGLM 4.5 Air (free)Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsGLM 4.5 Air (free)Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workKimi K2.6A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Kimi K2.5 can replace Kimi K2.6 when lower sample workload cost matters most: $1.35.
  • Kimi K2 0711 can replace Kimi K2.6 when lower sample workload cost matters most: $1.72.
  • Kimi K2 0905 can replace Kimi K2.6 when lower sample workload cost matters most: $1.85.
  • Kimi K2 Thinking can replace Kimi K2.6 when lower sample workload cost matters most: $1.85.
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.

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Larger context alternatives

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

Open largest context models

Provider catalogs

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MoonshotAI catalog

Review all tracked MoonshotAI 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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Kimi K2.6

Kimi K2.6 is Moonshot AI's next-generation multimodal model, designed for long-horizon coding, coding-driven UI/UX generation, and multi-agent orchestration. It handles complex end-to-end coding tasks across Python, Rust, and Go, and...

GLM 4.5 Air (free)

GLM-4.5-Air is the lightweight variant of our latest flagship model family, also purpose-built for agent-centric applications. Like GLM-4.5, it adopts the Mixture-of-Experts (MoE) architecture but with a more compact parameter...