Compare / GLM-5.3 vs GLM-5.3 FlashX Legal

GLM-5.3 vs GLM-5.3 FlashX Legal

Which is cheaper, which is more capable, and which does better at each kind of work, from 14 results on 2 sources that measured both models.

Z.aiGLM-5.3 Released 14 Aug 2026 · $1.40 in · $4.40 out
Z.aiGLM-5.3 FlashX Legal $0.37 in · $1.25 out
GLM-5.3 wins 22 too close to callGLM-5.3 FlashX Legal wins 10

Of the 14 results both models have, the better value on each. Results whose reported ranges overlap are too close to call.

Results as of 5 November 2026 (catalogue release 2026-11-05-44c5fb63d296).

GLM-5.3 or GLM-5.3 FlashX Legal? The short answer

They score about the same, so pick GLM-5.3 FlashX Legal: it costs 2.6 times less per game of bullet chess on BulletBench.

  • Spring Prompt overall: GLM-5.3 36, GLM-5.3 FlashX Legal 34 (out of 100; how the score works).
  • GLM-5.3 FlashX Legal is cheaper to run: $0.006 against $0.016 per game of bullet chess on BulletBench (2.6 times less).
  • On our own benchmarks, on the results both models have: GLM-5.3 FlashX Legal does better for marketing planning.

Head to head

36
Spring Prompt overall
34
$2.15
Price per million tokens, blendedlower is better
$0.59
1,048,576
Context window, tokens
1,048,576

Every fact side by side

GLM-5.3GLM-5.3 FlashX Legal
Price per million tokens$1.40 in · $4.40 out$0.37 in · $1.25 out
Blended (3 in : 1 out)$2.15$0.59
Cheapest host, blended$0.40 (Wafer, FP4)–
Cost per game of bullet chess (BulletBench)$0.016$0.006
Cached input, per million$0.26 cached input–
Intelligence Index44.8–
Spring Prompt overall3634
Output speed, tokens a second87–
Context window1,048,576 tokens1,048,576 tokens
Released14 Aug 2026–
WeightsOpenClosed
Developer based inChinaChina

Prices are the developer's list price where we have read it, otherwise the typical host on OpenRouter; see every model's price. Intelligence and speed from Artificial Analysis.

Which is better for what

Each model's rank among the models on sale today, for each kind of work, from our own benchmarks and licensed sources. Further right is better; the better rank is in green.

Product listingsTurning a sparse product feed and photos into listings that can go live not measured 26 of 27
Decks from an analysisTurning a finished analysis into a deck you could present as it is not measured 21 of 28
User surveysPlanning a user survey and reading its results without being misled not measured 8 of 17
Marketing planningPlanning a year of ad spend without overspending 25 of 28 11 of 28
Agents and tool useMulti-step tasks with tools: support desks, coding agents, function calls 13 of 160 not measured
Professional workReal tasks from banking, consulting and law, business documents and freelance projects 15 of 51 not measured
Reasoning and knowledgeHard questions across science, maths and general knowledge 29 of 188 not measured
WritingWhat people prefer in blind comparisons, and judged writing quality 24 of 173 not measured
Sticking to the factsSummarising without inventing things, and factual answers 52 of 143 not measured
Speed under pressureGood decisions against a real clock (fast chess) 29 of 31 17 of 31

Every shared result

Each model's best result on every measure both have, grouped by benchmark, with the setting that produced it. Under each measure, every model that benchmark has measured is a grey tick, best to the right, so you can see where the two sit in the field. The headline measures of each benchmark come first; the rest are under "Show all". Green marks the better value; where a source reports ranges that overlap, neither is marked.

MeasureGLM-5.3GLM-5.3 FlashX Legal
BulletBench measured by Spring Prompt · 3 results
Cost per game · Bullet 60sUS dollars, lower is better 24 · 18 of 36 measured $0.0156 $0.0061low reasoning
Ladder Elo · Bullet 60sladder Elo, higher is better 33 · 23 of 36 measured 33 358low reasoning
Games lost on time · Bullet 60s% of games, lower is better 31 · 18 of 36 measured 83.3%low reasoning 37.5%low reasoning
ROASBench measured by Spring Prompt · 3 results
Overall scorescore out of 100, higher is better 25 · 11 of 28 measured 24.8 46.2
Audience scorescore out of 100, higher is better 21 · 14 of 28 measured 51.0 63.2
Business scorescore out of 100, higher is better 25 · 10 of 28 measured 12.9 44.9
Show all 14 results (8 more)
MeasureGLM-5.3GLM-5.3 FlashX Legal
BulletBench measured by Spring Prompt · 2 results
Invalid moves · Bullet 60s% of moves, lower is better 1 · 1 of 36 measured 0.0% 0.0%low reasoning
Median move time · Bullet 60smilliseconds, lower is better 24 · 20 of 36 measured 1.6 slow reasoning 1.4 slow reasoning
ROASBench measured by Spring Prompt · 6 results
Consistency scorescore out of 100, higher is better 24 · 12 of 28 measured 14.8 29.0
Contribution profitsimulated US dollars, higher is better 26 · 7 of 28 measured $9,718 $695,680
Cost of a runUS dollars, lower is better 11 · 13 of 28 measured $0.13 $0.16
Months over budgetmonths of 12, lower is better 1 · 25 of 28 measured 0 1
Planning scorescore out of 100, higher is better 28 · 10 of 28 measured 51.7 54.9
Return on ad spendprofit per $1 spent, higher is better 26 · 10 of 28 measured $0.01 $0.55

Quick answers

Is GLM-5.3 better than GLM-5.3 FlashX Legal?

They score about the same, so pick GLM-5.3 FlashX Legal: it costs 2.6 times less per game of bullet chess on BulletBench.

Which is cheaper, GLM-5.3 or GLM-5.3 FlashX Legal?

GLM-5.3 FlashX Legal is cheaper to run: $0.006 against $0.016 per game of bullet chess on BulletBench (2.6 times less).

Which is better for marketing planning, GLM-5.3 or GLM-5.3 FlashX Legal?

GLM-5.3 FlashX Legal ranks 11 of 28 models on sale for planning a year of ad spend without overspending, against 25 for GLM-5.3.

Which is better for speed under pressure, GLM-5.3 or GLM-5.3 FlashX Legal?

GLM-5.3 FlashX Legal ranks 17 of 31 models on sale for good decisions against a real clock (fast chess), against 29 for GLM-5.3.

Run GLM-5.3 and GLM-5.3 FlashX Legal on your own prompt

Benchmarks aren't your data. Try both side by side in the playground, with the cost of every answer.