DeepSeek V4 Pro vs GLM-5.3

GLM-5.3 comes out ahead on 8 of 12 shared measures, and the two rank 14 and 38 of 51 overall. DeepSeek V4 Pro is 1.1× cheaper per million tokens (blended) — A$5.37 vs A$5.78 per 1,000 replies of customer support replys.

DEEPSEEK V4 PRO #38GLM-5.3 #14UPDATED 23 SEP 2026
§ 01 — AT A GLANCE

Where each one wins.

Overall

GLM-5.3 ranks 14th of 51; DeepSeek V4 Pro ranks 38th.

Coding

GLM-5.3 ranks 11th of 42; DeepSeek V4 Pro ranks 25th.

Agents

GLM-5.3 ranks 8th of 41; DeepSeek V4 Pro ranks 20th.

Reasoning

GLM-5.3 ranks 15th of 51; DeepSeek V4 Pro ranks 28th.

Long context

DeepSeek V4 Pro ranks 26th of 51; GLM-5.3 ranks 31st.

Value

GLM-5.3 ranks 10th of 50; DeepSeek V4 Pro ranks 29th.

Price

DeepSeek V4 Pro is 1.1× cheaper per million tokens (blended) — A$5.37 vs A$5.78 per 1,000 replies of customer support replys.

Speed

DeepSeek V4 Pro writes 1.2× faster (79 tok/s vs 63 tok/s).

Australia

Both can be used from Australia through their makers’ own APIs (DeepSeek and Z.ai), which may process requests outside Australia. DeepSeek V4 Pro can be called from Microsoft Azure in Australia East, but only through global routing, so requests may be processed outside Australia; its weights are public, so it can also be self-hosted in Australia. GLM-5.3’s weights are public, so it can be hosted in Australia on your own infrastructure or an Australian cloud region.

§ 02 — EVERY MEASURE

Side by side.

“Level” means the gap is inside LMArena’s confidence interval, or the scores are identical. Independent test scores are for each model’s headline setting. Both models can be used from Australia through their makers’ APIs; the Australian rows show whether requests can also be processed in Australia.

BENCHMARKS, SPEED AND AVAILABILITY23 SEP 2026
DeepSeek V4 Pro vs GLM-5.3: benchmark results
BENCHMARKDEEPSEEK V4 PROGLM-5.3LEADS
AA Intelligence Index36.044.8GLM-5.3
AA Coding Index68.874.8GLM-5.3
GPQA Diamond92.8%91.7%DeepSeek V4 Pro
Humanity’s Last Exam41.0%42.3%GLM-5.3
AA-LCR80.3%79.7%DeepSeek V4 Pro
Terminal-Bench 2.178.7%83.9%GLM-5.3
τ²-Bench (banking)39.6%50.3%GLM-5.3
SciCode51.0%59.0%GLM-5.3
LMArena Text14631483GLM-5.3
LMArena WebDev15801620GLM-5.3
LMArena Agent#16#18DeepSeek V4 Pro
Blended price (AUD)A$2.78A$3.02DeepSeek V4 Pro
Output speed79 tok/s63 tok/sDeepSeek V4 Pro
Answer starts after27 s35 sDeepSeek V4 Pro
Context window1,000,000 tokens1,000,000 tokensLevel
USE FROM AUSTRALIA
Maker’s APIYESYES
Processed in AustraliaSELF-HOST ONLYSELF-HOST ONLY
AUSTRALIAN CLOUD REGIONS
AWS Bedrock · SydneyNOT OFFEREDNOT OFFERED
AWS Bedrock · MelbourneNOT OFFEREDNOT OFFERED
Azure · Australia EastGLOBALNOT OFFERED
Google Vertex AI · SydneyNOT OFFEREDNOT OFFERED
§ 03 — COST

The same jobs, in Australian dollars.

List prices at the snapshot’s RBA rate, excluding GST and reasoning tokens.

EVERYDAY JOBSESTIMATES
Estimated cost of common jobs in Australian dollars
JOBDEEPSEEK V4 PROGLM-5.3MEDIAN MODEL
Customer support replyPER 1,000 REPLIESA$5.37A$5.78A$6.58
Summarise a 30-page documentPER 100 DOCUMENTSA$4.15A$4.43A$4.74
Agentic coding taskPER 10 TASKSA$3.22A$3.44A$3.72
§ 05 — QUESTIONS

DeepSeek V4 Pro or GLM-5.3?

On our overall leaderboard GLM-5.3 ranks 14th and DeepSeek V4 Pro 38th of 51. Which is better depends on the job: the table above compares each benchmark, price and Australian availability.

DeepSeek V4 Pro, at A$2.78 per million tokens (blended) against A$3.02 for GLM-5.3. Reasoning-heavy settings add output tokens, so real bills depend on the effort level you run.

Both can be used from Australia through their makers’ own APIs (DeepSeek and Z.ai), which may process requests outside Australia. DeepSeek V4 Pro can be called from Microsoft Azure in Australia East, but only through global routing, so requests may be processed outside Australia; its weights are public, so it can also be self-hosted in Australia. GLM-5.3’s weights are public, so it can be hosted in Australia on your own infrastructure or an Australian cloud region.

PUT THE COMPARISON TO WORK

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