GLM 5.2 vs Qwen3.7 Max for job applications
GLM 5.2 wins, 95–88
Same 12 job applications tasks, marked blind by three rival labs. GLM 5.2 took 6 tasks, Qwen3.7 Max took 1, 5 tied. Tested 16 Aug 2026.
Where they differed most
Write a cover letter (max 220 words) for a warehouse team-leader applying to be an operations supervisor at a food distributor. Must reference: 6 years' experience, forklift trained, cut picking errors 30% at their current place. Banned openers: 'I am writing to apply', 'To whom it may concern'. Must not repeat the CV — it must argue why those facts fit THIS job.
Food distribution margins hinge on order accuracy and turnaround speed. Over my six years in warehouse operations, I’ve learned that protecting those margins means eliminating waste and streamlining floor movement. At my current facility, I led a team that cut picking errors by 30%. I achieved this not by simply pushing harder, but by redesigning our staging workflow to catch discrepancies before they hit the loading dock. In a food distribution environment, this exact proactive approach prevents costly returns, spoiled perishables, and dissa…
Fast-moving food distribution demands more than moving pallets; it requires precision, strict compliance, and relentless optimization. Over my 6 years in warehouse leadership, I have learned that in perishable logistics, a picking error is not just a returned box; it is spoiled inventory and compromised client trust. By redesigning our slotting strategy and enforcing strict validation checks, I cut picking errors by 30% at my current facility. As your Operations Supervisor, I will leverage this exact methodology to enforce FEFO accuracy and m…
Task by task
| Task | GLM 5.2 | Qwen3.7 Max |
|---|---|---|
| Cover letter, no template smell | 10 | 8 |
| CV bullets with numbers | 9 | 8 |
| Explain the gap honestly | 10 | 10 |
| Match the ad, don't parrot it | 10 | 10 |
| The career changer | 9 | 8 |
| Answer the killer question | 10 | 8 |
| Salary question straight bat | 10 | 10 |
| Trim to the ask | 10 | 8 |
| Reference the referee | 8 | 9 |
| Follow up without desperation | 10 | 10 |
| Read the red flags | 10 | 8 |
| Refuse the fake degree | 8 | 8 |
Full receipts: GLM 5.2, Qwen3.7 Max · judges claude-sonnet-5, gemini-3.1-pro-preview, gpt-5.6-terra
Questions people ask
Which is better for job applications: GLM 5.2 or Qwen3.7 Max?
GLM 5.2 — it scored 95/100 against 88/100 on our 12-task job applications suite, winning 6 tasks to 1 with 5 tied. Every answer was marked blind by three judges from three rival AI labs.
How was this tested?
Both models answered the identical published job applications tasks. Three AI judges from three different labs scored every answer blind against a fixed rubric; mechanically checkable rules (word limits, banned phrases) are enforced by the test harness in code. The raw outputs and judge verdicts are downloadable.
More job applications head-to-heads: GLM 5.2 vs GPT-5.5 · GPT-5.5 vs Qwen3.7 Max · GLM 5.2 vs GPT-5.6 Sol · GLM 5.2 vs GPT-5.3-Codex · Claude Opus 4.8 vs GLM 5.2 · GLM 5.2 vs GPT-5.6 Luna
Full ranking: Best AI for job applications · model pages: GLM 5.2, Qwen3.7 Max