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Compare / head-to-head

GPT-5.6 LunavsGrok 4.20 Multi-Agent

GPT-5.6 Luna and Grok 4.20 Multi-Agent do not yet share a public benchmark, so quality cannot be compared apples-to-apples. GPT-5.6 Luna is 2.7x 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
GPT-5.6 Luna
2.7x cheaper, input + output
Larger context
GPT-5.6 Luna
1.1M tokens
Provider uptime (30d)
95.3488% · —
OpenAI · xAI
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
Grok 4.20 Multi-Agent
xAI · released 2026-03-09
textvision
Context
1M
Max out
Input /1M
$1.25
Output /1M
$2.5
Cached /1M
$0.2
Scores
0 · 0 core
Quality

Benchmark matrix

BenchmarkGPT-5.6 LunaGrok 4.20 Multi-AgentΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only GPT-5.6 Luna reports · 7
GPQA Diamond92.3% not reported
DeepSWE v1.167.2% not reported
FrontierMath Tier 4 v2 (Epoch AI run)61% epochnot reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)82.1% epochnot reported
OTIS Mock AIME 2024-2025 (Epoch AI run)98.3% epochnot reported
SimpleQA Verified41% epochnot reported
SWE-Bench Pro62.7% not reported
Only Grok 4.20 Multi-Agent reports · 0
Grok 4.20 Multi-Agent reports nothing GPT-5.6 Luna 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 GPT-5.6 Luna minus Grok 4.20 Multi-Agent 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

SpecGPT-5.6 LunaGrok 4.20 Multi-AgentEdge
Context window1.1M tokens1M tokensGPT-5.6 Luna
Max output128K tokens
Input price / 1M$0.2 $1.25 GPT-5.6 Luna
Output price / 1M$1.2 $2.5 GPT-5.6 Luna
Cached input / 1M$0.02 $0.2 GPT-5.6 Luna
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$1.4$3.75GPT-5.6 Luna
Modalitiestext · visiontext · visionTie
Released2026-07-092026-03-09
Cited benchmark scores80
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 GPT-5.6 Luna and Grok 4.20 Multi-Agent on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.