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Gemini 3 Pro Preview

google·google/gemini-3-pro-preview·GA·Closed·gemini-pro series
Preview Gemini flagship for complex reasoning, coding, and rich multimodal prompts

Gemini 3 Pro Preview by google is offered by 7 providers on this page. Public prices are shown for 6 of them. Its reference price is $2.00 per 1M input tokens and $12.00 per 1M output tokens. The lowest paid channel is QiHang at $0.57 / $3.43 per 1M, about 3.5× below the reference price. That channel is a third-party gateway, so confirm its availability and rate limits before depending on it.

Artificial Analysis rates it 28 on the Intelligence Index. Against its lowest blended price of $1.28 per 1M, that is roughly 22 index points per dollar, which is the value ratio the leaderboards rank on.

The context window is 1,048,576 tokens at the reference host, but hosts report different limits, from 1,000,000 to 1,048,576, so the usable window depends on the provider you pick. It supports reasoning, tool use, and structured output. Accepted input modalities are Text, Image, Video, Audio, and PDF. Providers report the capability flags inconsistently, so verify a specific feature against the host you plan to use. Its training knowledge cuts off at 2025-01.

Specs & pricing

Input / output per 1M tokens
Reference price·Helicone
$2.00 / $12.00
Blended $4.50 · Cache read $0.20
Lowest paid·QiHangGateway
$0.57 / $3.43
Blended $1.29 · 3.5× spread
Context
1,048,576
Output limit
65,536
Knowledge cutoff
2025-01
Released / updated
2025-11-18 / 2025-11-18
Capabilities
✓ Reasoning✓ Tool use✓ Structured output✓ Temperature✓ Attachments
⚠ Providers report capability flags inconsistently
Modalities
TextImageVideoAudioPDF

Quality & performanceArtificial Analysis · Intelligence Index v4.3 · rep. tier High

Intelligence28
Value22
Coding—
Agentic—
Output speed—
TTFT—
Value formulaIQ 28 ÷ min blended $1.285 = 22
Reasoning tier → intelligence / speed (higher tier = stronger but slower)
LowIQ 22.3
HighIQ 28

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

Available at 7 providers6 with public prices

ProviderTierInputOutputCache readCache writeContextOutput limitStatus
QiHangGateway$0.57$3.43——1,000,000 ⚠65,000
Jiekou.AIGateway$1.80$10.80——1,048,57665,536
Databricks
databricks-gemini-3-pro
Cloud$2.00
tiered >200K: $4.00
$12.00$0.20—1,048,57665,536
302.AIGateway$2.00$12.00——1,000,000 ⚠64,000
Merge GatewayGateway$2.00
tiered >200K: $4.00
$12.00$0.20—1,048,57665,536
HeliconeGateway$2.00$12.00$0.20—1,048,57665,536
AnyAPIGateway————1,048,57665,536hostTable.undisclosed

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.

Reasoning control

effort = loweffort = mediumeffort = high

2 / 7 providers expose no reasoning control (reasoning_options: []).

Your usage cost

1QiHang$285.50
2Databricks$784.00
3Merge Gateway$784.00
4Helicone$784.00
5Jiekou.AI$900.00
6302.AI$1,000.00
The cheapest paid channel is the only channel.

Price historyone sample accumulated per data sync

Input listOutput listMin blended
$18.00$02026-08-052026-09-102026-08-05 · Input list $2.002026-08-06 · Input list $2.002026-08-07 · Input list $2.002026-08-08 · Input list $2.002026-08-09 · Input list $2.002026-08-10 · Input list $2.002026-08-11 · Input list $4.002026-08-12 · Input list $4.002026-08-13 · Input list $4.002026-08-28 · Input list $1.252026-09-10 · Input list $2.002026-08-05 · Output list $12.002026-08-06 · Output list $12.002026-08-07 · Output list $12.002026-08-08 · Output list $12.002026-08-09 · Output list $12.002026-08-10 · Output list $12.002026-08-11 · Output list $18.002026-08-12 · Output list $18.002026-08-13 · Output list $18.002026-08-28 · Output list $15.002026-09-10 · Output list $12.002026-08-05 · Min blended $1.292026-08-06 · Min blended $1.292026-08-07 · Min blended $1.292026-08-08 · Min blended $1.292026-08-09 · Min blended $1.292026-08-10 · Min blended $1.292026-08-11 · Min blended $1.292026-08-12 · Min blended $1.292026-08-13 · Min blended $1.292026-08-28 · Min blended $1.292026-09-10 · Min blended $1.29

Benchmark1 items

NameConditionsScoreMetricSource
SWE-Bench Prodataset: public43.3resolve rateSource ↗

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

Artificial Analysis evaluations9 items

GPQA Diamond90.8%
Humanity's Last Exam39.7%
MMLU-Pro89.8%
LiveCodeBench91.7%
Terminal-Bench Hard41.7%
AIME 202595.7%
τ²-Bench Telecom87.1%
AA-LCR76.0%
IFBench70.4%

Individual evaluations run by Artificial Analysis, on the same reasoning tier as the intelligence score above. Each benchmark has its own task set and harness, so rows are not comparable with one another. The Intelligence Index above draws on a different, newer set of evaluations.

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Data partly from models.dev (MIT) · Helicone official docs ↗