ModelsCompareBest forBenchmarksStatusPricingAPI
Compare / head-to-head

GLM-4 32B 0414 128KvsGPT-5.6 Luna

GLM-4 32B 0414 128K and GPT-5.6 Luna do not yet share a public benchmark, so quality cannot be compared apples-to-apples. GLM-4 32B 0414 128K is 7x cheaper per token. GPT-5.6 Luna has the larger context window (1.1M 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 32B 0414 128K
7x cheaper, input + output
Larger context
GPT-5.6 Luna
1.1M tokens
Provider uptime (30d)
— · 94.6309%
Z.ai · OpenAI
GLM-4 32B 0414 128K
Z.ai · released 2025-04-14
text
Context
131K
Max out
16K
Input /1M
$0.1
Output /1M
$0.1
Cached /1M
Scores
0 · 0 core
GPT-5.6 Luna
OpenAI · released 2026-07-09
textvision
Context
1.1M
Max out
128K
Input /1M
$0.2
Output /1M
$1.2
Cached /1M
$0.02
Scores
8 · 6 core
Quality

Benchmark matrix

BenchmarkGLM-4 32B 0414 128KGPT-5.6 LunaΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only GLM-4 32B 0414 128K reports · 0
GLM-4 32B 0414 128K reports nothing GPT-5.6 Luna does not.
Only GPT-5.6 Luna reports · 7
GPQA Diamondnot reported92.3%
DeepSWE v1.1not reported67.2%
FrontierMath Tier 4 v2 (Epoch AI run)not reported61% epoch
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported82.1% epoch
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported98.3% epoch
SimpleQA Verifiednot reported41% epoch
SWE-Bench Pronot reported62.7%
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 32B 0414 128K minus GPT-5.6 Luna 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 32B 0414 128KGPT-5.6 LunaEdge
Context window131K tokens1.1M tokensGPT-5.6 Luna
Max output16K tokens128K tokensGPT-5.6 Luna
Input price / 1M$0.1 $0.2 GLM-4 32B 0414 128K
Output price / 1M$0.1 $1.2 GLM-4 32B 0414 128K
Cached input / 1M$0.02
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$0.2$1.4GLM-4 32B 0414 128K
Modalitiestexttext · visionGPT-5.6 Luna
Released2025-04-142026-07-09
Cited benchmark scores08
Reliability

Provider status

All providers
More matchups

GPT-5.6 Luna vs …

Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run GLM-4 32B 0414 128K and GPT-5.6 Luna on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.