As of August 20, 2026, Composer 2 is 48% cheaper per million tokens than GLM-5.3. Composer 2 is $0.50 / $2.50 per million input/output tokens versus GLM-5.3 at $1.40 / $4.40. Sources: https://cursor.com/docs/models/cursor-composer-2 and https://docs.z.ai/guides/overview/pricing
Sources: Cursor pricing (https://cursor.com/docs/models/cursor-composer-2); Z AI pricing (https://docs.z.ai/guides/overview/pricing)
Composer 2
Cursor
Input
$0.50
Output
$2.50
GLM-5.3
Z AI
Input
$1.40
Output
$4.40
Token pricing, specs, and benchmarks side by side
Composer 2GLM-5.3Verdict
Both models are closely matched on benchmarks. Composer 2 has the pricing advantage, making it the better value unless GLM-5.3's specific capabilities are critical to your workflow.
As of August 20, 2026, Composer 2 is 48% cheaper on blended LLM API pricing. Composer 2 costs $0.50 per million input tokens and $2.50 per million output tokens ($3.00 blended 1M-in + 1M-out). GLM-5.3 costs $1.40 / $4.40 per million tokens ($5.80 blended). Sources: https://cursor.com/docs/models/cursor-composer-2 and https://docs.z.ai/guides/overview/pricing. The cheapest LLM for your app still depends on how many output tokens you generate.
Composer 2 Cursor API pricing is $0.50 input and $2.50 output per million tokens via Cursor. GLM-5.3 Z AI API pricing is $1.40 input and $4.40 output per million tokens via Z AI. Use those four numbers, not ChatGPT Plus or Claude Pro subscription prices, when you are comparing APIs.
Neither Composer 2 nor GLM-5.3 has a published SWE-bench or LiveCodeBench score on this page yet. Use the comparison table for the evals that do exist.
Composer 2 supports a 200K token context window, while GLM-5.3 supports 1M tokens. GLM-5.3 offers a larger context window. Filling a larger window bills more input tokens, so the cheaper-per-million model can still cost more on long documents.
Shared benchmark scores for Composer 2 and GLM-5.3 are still limited. Check the comparison table for the evals each model has published. Check the comparison table for GPQA Diamond, SWE-bench, MMLU, HLE, and the other evals we track. Token price and benchmark score together are the usual LLM comparison, not either number alone.
Both Composer 2 and GLM-5.3 are production API models. For cost-sensitive production traffic, Composer 2 has better economics on the blended 1M-in + 1M-out scale. For maximum capability, weight the benchmark table for your domain. Many production stacks route cheap models for drafts and a frontier model for the hard turn, which is usually cheaper than sending everything to the expensive API.
Yes. Call Composer 2 through Cursor and GLM-5.3 through Z AI with separate API keys, or through a gateway that already wraps both. Keep prompts in tokens, not characters, when you estimate the invoice. AnotherWrapper templates can swap providers without rewriting auth and billing.
List rates are the latest published Cursor API pricing and Z AI API pricing, quoted per million tokens. Official rate sheets: https://cursor.com/docs/models/cursor-composer-2 and https://docs.z.ai/guides/overview/pricing. Prompt caching, batch APIs, and committed-use discounts can change the invoice. Benchmark scores are from official publications and independent evals, updated as new numbers land.
Composer 2 supports up to an unspecified number of output tokens per request, while GLM-5.3 supports up to an unspecified number of output tokens. Output tokens are usually the expensive half of API pricing, so a higher max output cap is a capability, not a discount.
Neither Composer 2 nor GLM-5.3 has published throughput data on this page yet. Throughput (tokens per second) and time-to-first-token are why two models with the same per-million-token price can still feel different in chat and agents.
Use the model pickers at the top of this LLM comparison. Search any model in the index and the URL updates. Open Composer 2 or GLM-5.3 from the sidebar for the single-model API pricing page, or go back to the LLM pricing table to sort by cheapest blended cost.
This comparison covers API pricing, context window, throughput, and benchmark scores. Composer 2 costs $0.50/M input and $2.50/M output. GLM-5.3 costs $1.40/M input and $4.40/M output.
Rank both on the LLM leaderboard, SWE-bench, and Humanity's Last Exam.
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