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Compare / head-to-head

GLM-4.7-FlashvsSonar Deep Research

GLM-4.7-Flash and Sonar Deep Research do not yet share a public benchmark, so quality cannot be compared apples-to-apples. GLM-4.7-Flash 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-4.7-Flash
list price, input + output
Larger context
GLM-4.7-Flash
200K tokens
Provider uptime (30d)
— · 100%
Z.ai · Perplexity
text
Context
200K
Max out
131K
Input /1M
$0
Output /1M
$0
Cached /1M
$0
Scores
3 · 3 core
Sonar Deep Research
Perplexity · released 2025-02-14
text
Context
128K
Max out
Input /1M
$2
Output /1M
$8
Cached /1M
Scores
6 · 0 core
Quality

Benchmark matrix

BenchmarkGLM-4.7-FlashSonar Deep ResearchΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only GLM-4.7-Flash reports · 3
GPQA Diamond60.5% epochnot reported
LMArena Elo1352.2 not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)58.3% epochnot reported
Only Sonar Deep Research reports · 6
DRACO Breadth & Depth (Opus 4.6 base)not reported73.1%
DRACO Citation Quality (Opus 4.6 base)not reported64.6%
DRACO Factual Accuracy (Opus 4.6 base)not reported67.9%
DRACO Normalized Score (Opus 4.6 base)not reported70.5%
DRACO Pass Rate (Opus 4.6 base)not reported72.8%
DRACO Presentation Quality (Opus 4.6 base)not reported90.3%
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-4.7-Flash minus Sonar Deep Research 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-4.7-FlashSonar Deep ResearchEdge
Context window200K tokens128K tokensGLM-4.7-Flash
Max output131K tokens
Input price / 1M$0 $2 GLM-4.7-Flash
Output price / 1M$0 $8 GLM-4.7-Flash
Cached input / 1M$0
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$0$10GLM-4.7-Flash
ModalitiestexttextTie
Released2025-02-14
Cited benchmark scores36
Reliability

Provider status

All providers
More matchups

GLM-4.7-Flash vs …

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Public benchmarks are a starting point. Run GLM-4.7-Flash and Sonar Deep Research on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.