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Home/DeepSeek V4-Pro vs GLM-5.2
Winner: DeepSeek V4-ProDeepSeek vs Z.ai

DeepSeek V4-Pro vs GLM-5.2

DeepSeek V4-Pro wins on coding (93 vs 90) and price ($0.435 vs $1.4/1M input). For most workflows, DeepSeek V4-Pro is the stronger default — best open-weights flagship — near-frontier coding at a tenth of the price.

Last verified Aug 6, 2026/Model data modified Aug 6, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
DeepSeekBudget
Input cost
$0.43/1M
Context
1M tokens
Speed
Balanced

Clear recommendation block

The safest DeepSeek V4-Pro vs GLM-5.2 default, the cheaper option worth trying first, and the specialist pick — before you read the detail below.

Best overall model

DeepSeek V4-Pro

View
Why this recommendation

DeepSeek V4-Pro is the strongest answer here for DeepSeek V4-Pro vs GLM-5.2 — pick it when quality of output matters more than the $0.43/1M/1M input you pay for it.

DeepSeekBudget
Best for
Frontier-level coding and reasoning on a budget
Price
$0.43/1M
Context
1M tokens
Best value model

GPT-5.1-Codex-Max

View
Why this recommendation

GPT-5.1-Codex-Max is the cheaper way in for DeepSeek V4-Pro vs GLM-5.2, at $1.25/1M/1M input against DeepSeek V4-Pro's $0.43/1M/1M.

OpenAIBalanced
Best for
Professional developers and engineering teams working with complex, multi-file codebases who need accurate code generation, debugging, and architectural reasoning.
Price
$1.25/1M
Context
400k tokens
Best for speed

GLM-5.2

View
Why this recommendation

GLM-5.2 is the fastest of these for DeepSeek V4-Pro vs GLM-5.2 — worth it when latency is what the reader notices, not the last few points of reasoning depth.

Z.aiBudget
Best for
Budget agentic coding at scale
Price
$1.40/1M
Context
1M tokens

Why this page recommends it

DeepSeek V4-Pro leads on coding with a score of 93 vs 90 for GLM-5.2.

DeepSeek V4-Pro is cheaper at $0.435/1M input tokens vs $1.4/1M for GLM-5.2.

DeepSeek V4-Pro is the stronger default for coding tasks.

Decision notes

Go with DeepSeek V4-Pro if you want one model to handle coding and reasoning — it targets frontier-level coding and reasoning on a budget.

Switch to GLM-5.2 when your work is mostly budget agentic coding at scale; on that narrower brief it is the better tool.

Both models serve different primary workflows — DeepSeek V4-Pro for frontier-level coding and reasoning on a budget, GLM-5.2 for budget agentic coding at scale — so running each where it has a clear edge often beats forcing one to do both.

Interactive decision lab

Test the recommendation against your priority

Switch the scoring lens to see whether the DeepSeek V4-Pro vs GLM-5.2 answer changes when cost, speed, or long-document depth leads the decision.

#1DeepSeek V4-Pro83 pts
#2GLM-5.280 pts
Quality first

DeepSeek V4-Pro

DeepSeek / Budget / Aug 6, 2026

83

Best open-weights flagship — near-frontier coding at a tenth of the price.

Ranks models by the broadest mix of coding, writing, research, and long-context usefulness.

Cost
$0.43/1M
$0.87/1M out
Speed
Balanced
3/5 score
Context
1M tokens
input window
View model
Data-backed recommendation
Avoid this pick if

You need vision input, verified agentic performance, or predictable pricing (surge pricing and an announced increase loom).

Recommended comparisons

Where the DeepSeek V4-Pro vs GLM-5.2 recommendation shifts once you weigh price or latency differently.

DeepSeekBudgetWinner: DeepSeek V4-Pro

DeepSeek V4-Pro

Best open-weights flagship — near-frontier coding at a tenth of the price.

Best use case
Frontier-level coding and reasoning on a budget
Input
$0.43/1M
Pricing
Budget
Speed
Balanced
Context
1M tokens
Open weightsCodingReasoning
Z.aiBudgetOption 2

GLM-5.2

Top open-weights coder — beats GPT-5.5 at a sixth of the cost.

Best use case
Budget agentic coding at scale
Input
$1.40/1M
Pricing
Budget
Speed
Balanced
Context
1M tokens
Open weightsCodingBudget

Side-by-side specs

List prices and published scores — the numbers this page's pick is built from.

ModelInputOutputEst. monthContextSpeedCodingWritingResearch
DeepSeek V4-ProDeepSeek$0.43/1M$0.87/1M$6.091M tokensBalanced938085
GLM-5.2Z.ai$1.40/1M$4.40/1M$231M tokensBalanced907880

Scores out of 100 — how we evaluate models. “Est. month” is 10M in / 2M out at list price: a ceiling, no discounts.

The case for each model

Why each one is on the shortlist for DeepSeek V4-Pro vs GLM-5.2, what it is genuinely good at, and where we would steer you away from it.

DeepSeek V4-Pro

Winner: DeepSeek V4-ProDeepSeek

Ranked first here for DeepSeek V4-Pro vs GLM-5.2: 93/100 on coding, with the widest margin of anything in this line-up.

DeepSeek's 1.6T-parameter (49B active) MoE flagship with hybrid sparse attention — near-frontier coding and reasoning at roughly a tenth of closed-rival pricing, MIT-licensed open weights.

Input
$0.43/1M
Output
$0.87/1M
Context
1M tokens
Speed
Balanced

What people actually use it for

  • Repository-level coding — 80.6% SWE-bench Verified (self-reported), the top open-weights score at release
  • Competitive-programming-grade reasoning (Codeforces rating 3206)
  • Self-hosted frontier capability under an MIT license

Where it wins

  • 80.6% SWE-bench Verified (self-reported) — reported as tied with Gemini 3.1 Pro
  • 93.5% LiveCodeBench and Codeforces 3206 — elite competitive-coding results
  • 1M context with 384K max output at $0.87/1M output — an order of magnitude cheaper than closed frontier models

Where it falls down

  • Independent harnesses report much lower agentic scores than the self-reported numbers; trails GPT-5.6 and Opus-class on hard agentic evals
  • Peak-hour surge pricing doubles rates, a price increase is announced, and it's text-only (no vision)

Skip it if

You need vision input, verified agentic performance, or predictable pricing (surge pricing and an announced increase loom).

Our verdict

The open-weights frontier flagship of 2026. Self-reported numbers flatter it and independent agentic scores land lower, but even discounted it's the most capability per dollar in the directory's upper tier — with MIT-licensed weights.

Full pricing, benchmark table and release notes on the DeepSeek V4-Pro page.

GLM-5.2

Z.ai

The fastest model in this shortlist for DeepSeek V4-Pro vs GLM-5.2. Pick it when turnaround is what your readers or users notice.

Z.ai's MIT-licensed open-weight flagship — the top open-weights coding model of mid-2026, beating GPT-5.5 on agentic coding benchmarks at roughly a sixth of the cost.

Input
$1.40/1M
Output
$4.40/1M
Context
1M tokens
Speed
Balanced

What people actually use it for

  • Agentic coding — 62.1 SWE-bench Pro, ahead of GPT-5.5 at ~1/6th the price
  • Coding-plan subscriptions from ~$12.60/mo effective for individual developers
  • Self-hosted or third-party-hosted deployments (DeepInfra from ~$0.75/1M input)

Where it wins

  • SWE-bench Pro 62.1 — ahead of GPT-5.5 and close to Claude Opus 4.8 on agentic coding
  • AA Intelligence Index 51 in max-thinking mode — well above similar-size open-weight models
  • MIT-licensed weights with aggressive pricing: $1.40/$4.40 first-party, cheaper via third-party hosts

Where it falls down

  • Clear gap to the closed frontier: AA Index 51 vs Claude Opus 5 (61) and GPT-5.6 Sol (59)
  • Z.ai published no benchmark numbers at launch — buyers depended on third-party evals that arrived weeks later

Skip it if

You need frontier reasoning ceiling or launch-day verified benchmarks.

Our verdict

The open-weights coding value king of mid-2026 — GPT-5.5-beating agentic coding at a fraction of the price, with an MIT license. DeepSeek V4-Flash undercuts it on price; GLM-5.2 answers with higher ceiling and two reasoning-effort modes.

Full pricing, benchmark table and release notes on the GLM-5.2 page.

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DeepSeek V4-ProBest open-weights flagship — near-frontier coding at a tenth of the price.Read guide
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FAQ

Is DeepSeek V4-Pro better than GLM-5.2?

DeepSeek V4-Pro wins on more of the categories we score — coding, reasoning, budget — so it is the better default of the two. GLM-5.2 is the better pick when your work is mostly budget agentic coding at scale. Neither is universally "better": DeepSeek V4-Pro is aimed at frontier-level coding and reasoning on a budget, GLM-5.2 at budget agentic coding at scale.

Which is cheaper — DeepSeek V4-Pro or GLM-5.2?

DeepSeek V4-Pro is cheaper at $0.435/1M input and $0.87/1M output. GLM-5.2 costs $1.4/1M input and $4.4/1M output.

Which has a larger context window — DeepSeek V4-Pro or GLM-5.2?

Both DeepSeek V4-Pro and GLM-5.2 have the same 1M context window.

Is DeepSeek V4-Pro or GLM-5.2 better for coding?

DeepSeek V4-Pro is better for coding with a score of 93 vs GLM-5.2's 90 (out of 100). GPT-6 Astra is the overall coding leader in this directory at 100/100.

Which is faster — DeepSeek V4-Pro or GLM-5.2?

Both DeepSeek V4-Pro and GLM-5.2 have similar speed profiles — rated balanced. Neither will be the bottleneck if latency is your deciding factor.

What are the downsides of DeepSeek V4-Pro?

Independent harnesses report much lower agentic scores than the self-reported numbers; trails GPT-5.6 and Opus-class on hard agentic evals. Peak-hour surge pricing doubles rates, a price increase is announced, and it's text-only (no vision). Avoid it if you need vision input, verified agentic performance, or predictable pricing (surge pricing and an announced increase loom). That is the main case for looking at GLM-5.2 instead.

What are the downsides of GLM-5.2?

Clear gap to the closed frontier: AA Index 51 vs Claude Opus 5 (61) and GPT-5.6 Sol (59). Z.ai published no benchmark numbers at launch — buyers depended on third-party evals that arrived weeks later. Avoid it if you need frontier reasoning ceiling or launch-day verified benchmarks. Against DeepSeek V4-Pro specifically, the gap shows up most on coding (93 vs 90).

What does a month of real work cost on DeepSeek V4-Pro vs GLM-5.2?

Take a moderate workload of 10M input and 2M output tokens a month. DeepSeek V4-Pro runs $6.09 (at $0.435/1M in and $0.87/1M out); GLM-5.2 runs $22.80 (at $1.4/1M in and $4.4/1M out). That is a $16.71/month difference — DeepSeek V4-Pro is the cheaper of the two at this volume, and the gap scales linearly as you send more. Output tokens dominate the bill on both, so prompt length matters far less than response length.

Can I use DeepSeek V4-Pro and GLM-5.2 together?

Yes, and for most teams that beats picking one. A common split is DeepSeek V4-Pro for frontier-level coding and reasoning on a budget, with GLM-5.2 handling budget agentic coding at scale. Since DeepSeek V4-Pro is both the stronger and the cheaper option here, a split mainly makes sense if GLM-5.2 covers a capability you specifically need.