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GPT-5.6 Sol

openai·openai/gpt-5.6-sol·BETA·Closed·gpt-sol series·NEW
Frontier GPT-5.6 model for complex professional work, coding, and agentic workflows

GPT-5.6 Sol by openai is offered by 40 providers on this page. Public prices are shown for 37 of them. Its official list price is $4.00 per 1M input tokens and $20.00 per 1M output tokens. The lowest paid channel is NanoGPT at $2.00 / $10.00 per 1M, about 3.7× below the list price. That channel is a third-party gateway, so confirm its availability and rate limits before depending on it. It also has 1 free ($0) channel; free tiers usually carry rate limits, and subscription-covered access bills $0 per token only after the subscription fee.

Artificial Analysis rates it 60.9 on the Intelligence Index, with 77.4 for coding and 57.8 for agentic tasks. Against its lowest blended price of $4.00 per 1M, that is roughly 15 index points per dollar, which is the value ratio the leaderboards rank on. Median output speed is 77 tokens per second, with 100.85s to the first token. Running one task of the Artificial Analysis suite costs about $0.9530, which reflects how many tokens its reasoning consumes rather than the unit price alone.

The context window is 1,050,000 tokens at the reference host, but hosts report different limits, from 278,528 to 1,050,000, so the usable window depends on the provider you pick. It supports reasoning, tool use, and structured output. Accepted input modalities are Text, Image, and PDF. Its training knowledge cuts off at 2026-02-16.

Specs & pricing

Input / output per 1M tokens
Official price·OpenAI
$4.00 / $20.00
Blended $8.00 · Cache read $0.40
Lowest paid·NanoGPTGateway
$2.00 / $10.00
Blended $4.00 · 3.7× spread
1 more $0 channels
Context
1,050,000
Output limit
128,000
Knowledge cutoff
2026-02-16
Released / updated
2026-07-09 / 2026-07-09
Capabilities
✓ Reasoning✓ Tool use✓ Structured outputTemperature✓ Attachments
Modalities
TextImagePDF

Quality & performanceArtificial Analysis · Intelligence Index v4.1 · rep. tier max

Intelligence60.9
Value15
Coding77.4
Agentic57.8
Output speed77 tok/s
TTFT100.85 s
Cost per task$0.9530
Value formulaIQ 60.9 ÷ min blended $4.000 = 15
Reasoning tier → intelligence / speed (higher tier = stronger but slower)
Non-reasoningIQ 41.9 · 75 tok/s
lowIQ 50.7 · 73 tok/s
mediumIQ 55.6 · 73 tok/s
highIQ 57.3 · 78 tok/s
xhighIQ 59 · 80 tok/s
maxIQ 60.9 · 77 tok/s

Quality is independently evaluated by Artificial Analysis. Speed/latency are model-level medians.

Available at 40 providers37 with public prices · 1 free

ProviderTierInputOutputCache readCache writeContextOutput limitStatus
Kenari
gpt-5-6-sol
GatewayFree——1,050,000128,000
NanoGPTGateway$2.00$10.00$0.20$2.501,050,000128,000
Vercel AI GatewayCloud$2.00$10.00$0.20$2.501,050,000128,000
Cloudflare AI GatewayCloud$2.00$10.00$0.25$3.131,050,000128,000
OpenRouterGateway$2.00
tiered >272K: $4.00
$10.00$0.20$2.501,050,000128,000
OpenCode ZenGateway$2.00
tiered >272K: $4.00
$10.00$0.20$2.501,050,000128,000
XpersonaGateway$1.50$12.00$0.15—372,000 ⚠128,000
Venice AI
openai-gpt-56-sol
Gateway$2.50
tiered >272K: $5.00
$12.50$0.25$3.131,000,000 ⚠128,000
routing.runGateway$2.50$15.00——1,000,000 ⚠128,000
OfoxGateway$2.50$15.00$0.25$3.131,050,000128,000
OpenAIOfficialFirst-party$4.00
tiered >272K: $8.00
$20.00$0.40$5.001,050,000128,000

Sorted by blended price (input×0.75 + output×0.25) asc. The official channel always shows regardless of rank. Whether a gateway's low price is actually usable can't be verified.

Your usage cost

1NanoGPT$684.00
2Vercel AI Gateway$684.00
3OpenRouter$684.00
4OpenCode Zen$684.00
5Cloudflare AI Gateway$690.00
6Xpersona$738.00
16OpenAI · Official$1,368.00

1 more channels offer $0 (Kenari); free tiers usually have rate limits and no SLA, excluded from ranking.

Switch to NanoGPT to save $684.00/mo (50%)
Note: this is a gateway; verify availability and rate limits yourself.

Benchmark12 items

NameConditionsScoreMetricSource
SWE-Bench Pro—64.6resolve rateSource ↗
Terminal-Benchv2.188.8success rateSource ↗
DeepSWEv1.172.7resolve rateSource ↗
GPQA Diamond—94.6accuracySource ↗
FrontierMathdataset: Tier 1-3 · vv289accuracySource ↗
BrowseComp—90.4accuracySource ↗
OSWorldv2.062.6success rateSource ↗
MMMU Provariant: no tools83accuracySource ↗
Agents' Last Exam—52.7—Source ↗
Toolathlon—58success rateSource ↗
Artificial Analysis Intelligence Indexvariant: max · v4.158.9index scoreSource ↗
Artificial Analysis Coding Agent Indexharness: Codex · variant: max · v1.180index scoreSource ↗

The same benchmark scores very differently across harness / dataset, so the qualifying conditions must be shown together.

Reasoning control

effort = noneeffort = loweffort = mediumeffort = higheffort = xhigheffort = maxbudget_tokenseffort = minimal

2 / 40 providers expose no reasoning control (reasoning_options: []).

Experimental modes2 items

ModeProviderInputOutputCache readCache write
fastOpenAI$8.00$40.00$0.80$10.00
proOpenAI————

Related models

GPT-5.6 Sol Prosame series$2.50 / $12.50GPT-5.6same series$4.00 / $20.00Agentic Chat (GPT-5.6 Sol)same series$0 / $0GLM-5.2cheaper alternative$1.40 / $4.40DeepSeek V4 Flashcheaper alternative$0.14 / $0.28DeepSeek V4 Procheaper alternative$0.435 / $0.87GLM-5.3-Flashcheaper alternative$0.075 / $0.25

Price historyone sample accumulated per data sync

Input listOutput listMin blended
$30.00$02026-08-052026-08-262026-08-05 · Input list $5.002026-08-06 · Input list $5.002026-08-07 · Input list $5.002026-08-08 · Input list $5.002026-08-09 · Input list $5.002026-08-10 · Input list $5.002026-08-11 · Input list $5.002026-08-12 · Input list $5.002026-08-13 · Input list $5.002026-08-22 · Input list $5.002026-08-26 · Input list $4.002026-08-05 · Output list $30.002026-08-06 · Output list $30.002026-08-07 · Output list $30.002026-08-08 · Output list $30.002026-08-09 · Output list $30.002026-08-10 · Output list $30.002026-08-11 · Output list $30.002026-08-12 · Output list $30.002026-08-13 · Output list $30.002026-08-22 · Output list $30.002026-08-26 · Output list $20.002026-08-05 · Min blended $4.132026-08-06 · Min blended $4.132026-08-07 · Min blended $4.132026-08-08 · Min blended $4.132026-08-09 · Min blended $4.132026-08-10 · Min blended $4.132026-08-11 · Min blended $4.132026-08-12 · Min blended $4.132026-08-13 · Min blended $4.132026-08-22 · Min blended $4.002026-08-26 · Min blended $4.00
Data partly from models.dev (MIT) · OpenAI official docs ↗