ModelsCompareBest forBenchmarksStatusPricingAPI
Compare / head-to-head

GLM-5vsSonar Reasoning Pro

GLM-5 and Sonar Reasoning Pro do not yet share a public benchmark, so quality cannot be compared apples-to-apples. GLM-5 is 2.4x cheaper per token. GLM-5 has the larger context window (200K tokens).

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
2.4x cheaper, input + output
Larger context
GLM-5
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
text
Context
128K
Max out
Input /1M
$2
Output /1M
$8
Cached /1M
Scores
0 · 0 core
Quality

Benchmark matrix

BenchmarkGLM-5Sonar Reasoning 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 Reasoning Pro reports · 0
Sonar Reasoning Pro reports nothing GLM-5 does not.
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 Reasoning 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 Reasoning ProEdge
Context window200K tokens128K tokensGLM-5
Max output131K tokens
Input price / 1M$1 $2 GLM-5
Output price / 1M$3.2 $8 GLM-5
Cached input / 1M$0.2
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$4.2$10GLM-5
ModalitiestexttextTie
Released
Cited benchmark scores80
Reliability

Provider status

All providers
Built by Respan
Which one wins on your data?

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