Standard Compute
Model comparison 2026

DeepSeek V4 Pro vs GLM 5.3

DeepSeek V4 Pro
DeepSeek · Frontier · Open weights
$0.57/1M · 1.0M ctx
GLM 5.3
Z.AI · Frontier · Open weights
$1.50/1M · 1.0M ctx

Community vote

Pick a winner in each dimension. You can change your vote any time.

Output Quality
Correctness and depth of what it produces
Agentic Ability
Tool calls, instruction-following, and multi-step tasks
Speed
Tokens per second and time-to-first-token
Value for money
How much capability you get per dollar
Reliability
Consistent results: fewer refusals, loops and format breaks

Specs and pricing side by side

Spec
DeepSeek V4 Pro
GLM 5.3
Maker
DeepSeek
Z.AI
Blended price / 1M
$0.57
$1.50
Input / output
$0.44 in · $0.87 out / 1M tokens
$0.08 in · $4.80 out / 1M tokens
Context window
1.0M
1.0M
Open weights
Yes
Yes
Tool use
Yes
Yes
Reasoning
Yes
Yes
Output Quality
8.9
9.3
Agentic Ability
9.0
9.4
Speed
7.4
7.8
Value for money
9.4
9.0
Reliability
8.8
8.8

Pricing and capabilities synced from the OpenRouter catalogue. Scores are editorial (0–10).

Verdict: DeepSeek V4 Pro or GLM 5.3?

Updated 2026-10-13

Choose DeepSeek V4 Pro if you want cost-conscious agents that still want top-tier output. Choose GLM 5.3 if you want open-weight coding agents that need near-frontier agentic ability.

In our editorial scoring, GLM 5.3 leads in 3 of five dimensions (output quality, agentic ability and speed), while DeepSeek V4 Pro leads in 1. On price, DeepSeek V4 Pro runs about $0.57 per 1M tokens (blended) and is open-weight; GLM 5.3 is about $1.50 and open-weight.

Where DeepSeek V4 Pro falls short
  • Tool-use polish behind the top closed models
  • Hosted throughput varies by provider
Full DeepSeek V4 Pro breakdown →
Where GLM 5.3 falls short
  • Custom license with conditions for very large hosting providers
  • Reasoning cannot be turned off
Full GLM 5.3 breakdown →

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