DeepSeek V4.1 Flash vs GLM-5.3

Select two models to compare their coding performance, pricing, and features.

Key Takeaways

Coding tier: A comparable reference index is unavailable for one or both models; no index-based winner is assigned. Editorial tiers: DeepSeek V4.1 Flash = A+ · Provisional · source review pending; GLM-5.3 = A+. Tiers are separate editorial assessments and do not establish a reliable order within a tier.
API cost estimate: Estimated 1M in / 200K out tokens: $0.5400 (DeepSeek V4.1 Flash) vs $0.9990 (GLM-5.3).
Metric DeepSeek V4.1 Flash GLM-5.3
Coding Index
—

Score awaiting verification

111.83
Coding tier A+?

Provisional · source review pending

A+
Input Price $0.3/1M $0.039/1M
Output Price $1.2/1M $4.8/1M
Context Window 1.05M 1.05M

DeepSeek V4 Flash 0731 = 100. The index reflects two shared tests, not capability multiples or statistically established gaps.

Verdict

Qwen3.8 Max 0902 has a provisional A+ tier pending original-source review, with no numeric rank or comparable index. A transcribed AA index is not independent verification.

DeepSeek V4.1 Flash

Official · peak 2026-09-10

Off-peak: $0.15 / $0.60 · 1M

Peak: Monday–Friday, UTC 01:00–04:00 and 06:00–10:00; off-peak at other times. Input prices assume a cache miss.

Benchmark evidence and ranking method · DeepSeek V4.1 Flash

Provisional · source review pending

DeepSeek V4.1 Flash is provisionally A+ by editorial judgment, with low confidence. Early community feedback is mixed; the concrete coding comparison concerns GLM-5.3 Flash, not GLM-5.3. No comparable independent Coding Index is available.

Hacker News 1Hacker News 2Hacker News 3

ModelRank assigns editorial tiers using public coding evidence, not automatic index thresholds or statistically proven classes. Price, speed, context size and sponsorship do not affect tiers.

DeepSeek V4 Flash 0731 = 100. The index reflects two shared tests, not capability multiples or statistically established gaps.

Results reflect particular model configurations. Agent harnesses, reasoning effort, tools, budgets and tasks may differ. Close indices do not establish superiority. B describes a relative position in this selected group, not an inability to code.

Data checked: 2026-09-10. Snapshot date is the retrieval date, not necessarily the evaluation date.

GLM-5.3

OpenRouter quote 2026-10-11
Benchmark evidence and ranking method · GLM-5.3

Cross-checked

Terminal-Bench 4.0 · Claude Code · max: 41.82% · 95% CI ± 3.23%

Artificial Analysis · GLM-5.3 (max)

Test configuration: max

Terminal-Bench 2.1: 83.90% · SciCode: 59.03%

LiveBench · 2026-06-25 · glm-5.3

Coding: 78.95% · Agentic Coding: 60.91%

ModelRank assigns editorial tiers using public coding evidence, not automatic index thresholds or statistically proven classes. Price, speed, context size and sponsorship do not affect tiers.

DeepSeek V4 Flash 0731 = 100. The index reflects two shared tests, not capability multiples or statistically established gaps.

Results reflect particular model configurations. Agent harnesses, reasoning effort, tools, budgets and tasks may differ. Close indices do not establish superiority. B describes a relative position in this selected group, not an inability to code.

Data checked: 2026-09-10. Snapshot date is the retrieval date, not necessarily the evaluation date.

Results reflect particular model configurations. Agent harnesses, reasoning effort, tools, budgets and tasks may differ. Close indices do not establish superiority. B describes a relative position in this selected group, not an inability to code.

API cost estimate

1M input + 200K output (USD):

DeepSeek V4.1 Flash: $0.5400

GLM-5.3: $0.9990

Estimates use the displayed channel and time band; DeepSeek uses peak rates. Cache discounts, tool fees, long-context price tiers and uncounted additional tokens are excluded.

Frequently Asked Questions

Which model is better for coding: DeepSeek V4.1 Flash or GLM-5.3?

A comparable reference index is unavailable for one or both models; no index-based winner is assigned. Editorial tiers: DeepSeek V4.1 Flash = A+ · Provisional · source review pending; GLM-5.3 = A+. Tiers are separate editorial assessments and do not establish a reliable order within a tier.

How do DeepSeek V4.1 Flash and GLM-5.3 compare in API pricing and costs?

DeepSeek V4.1 Flash: $0.3/1M input, $1.2/1M output (Official · peak); GLM-5.3: $0.039/1M input, $4.8/1M output (OpenRouter quote). 1M input + 200K output (USD): $0.5400 vs $0.9990.

What are the context window sizes of DeepSeek V4.1 Flash and GLM-5.3?

DeepSeek V4.1 Flash provides a 1,048,576 token context window, while GLM-5.3 provides 1,048,576 tokens.

Try DeepSeek V4.1 Flash → Try GLM-5.3 →