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Compare / head-to-head

GLM-5vsSonar Pro

GLM-5 and Sonar Pro do not yet share a public benchmark, so quality cannot be compared apples-to-apples. GLM-5 is 4.3x cheaper per token. Both offer a 200K-token context window.

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
0
no overlap yet
Cheaper per token
GLM-5
4.3x cheaper, input + output
Larger context
Tie
both 200K tokens
Provider uptime (30d)
— · 100%
Z.ai · Perplexity
GLM-5
Z.ai
text
Context
200K
Max out
131K
Input /1M
$1
Output /1M
$3.2
Cached /1M
$0.2
Scores
8 · 7 core
Sonar Pro
Perplexity · released 2025-01-21
text
Context
200K
Max out
Input /1M
$3
Output /1M
$15
Cached /1M
Scores
1 · 0 core
Quality

Benchmark matrix

BenchmarkGLM-5Sonar ProΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only GLM-5 reports · 8
SWE-bench Verified77.8% not reported
GPQA Diamond87.8% epochnot reported
AIME 202596.7% matharenanot reported
AIME 202696.7% matharenanot reported
LMArena Elo1446.3 not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)80% epochnot reported
SWE-bench Verified (Epoch AI run)72.1% epochnot reported
Terminal-Bench 2.056.2% not reported
Only Sonar Pro reports · 1
SimpleQA F-scorenot reported85.8%
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is GLM-5 minus Sonar Pro in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing

Side by side

SpecGLM-5Sonar ProEdge
Context window200K tokens200K tokensTie
Max output131K tokens
Input price / 1M$1 $3 GLM-5
Output price / 1M$3.2 $15 GLM-5
Cached input / 1M$0.2
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$4.2$18GLM-5
ModalitiestexttextTie
Released2025-01-21
Cited benchmark scores81
Reliability

Provider status

All providers
More matchups

Sonar Pro vs …

Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run GLM-5 and Sonar Pro on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.