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Model comparison

Gemini 3 Pro Deep Think vs Inkling

Data verified

Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

No sourced benchmark result is currently shared by both models. This page therefore compares only the available metadata, pricing, and runtime rows; it does not name a quality winner.
61.02/100
Margin
8.0pts
winning →
Thinking Machines Lab
69/100
0 category wins0 category wins

Verified leaderboard positions: Gemini 3 Pro Deep Think unranked; Inkling #17

BenchAlign evidence: Gemini 3 Pro Deep Think estimated; Inkling not scored. Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Gemini 3 Pro Deep Think and Inkling share 0 comparable benchmark results. 0 of 8 categories are comparable. 2 results are unique to Gemini 3 Pro Deep Think; 16 to Inkling.

Updated July 15, 2026
Shared results
0
Gemini 3 Pro Deep Think only
2
Inkling only
16
Comparable categories
0 / 8

Benchmark data for Gemini 3 Pro Deep Think and Inkling is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.

Gemini 3 Pro Deep Think has the larger context window at 2M, compared with 1M for Inkling.

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

MetricGemini 3 Pro Deep ThinkInklingComparison
Input / output priceUSD per 1M tokensGemini 3 Pro Deep ThinkNot availableInkling$1.87 input / $4.68 outputA complete price comparison is not available.
Generation speedtokens per secondGemini 3 Pro Deep ThinkNot availableInklingNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenGemini 3 Pro Deep ThinkNot availableInklingNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensGemini 3 Pro Deep Think2MInkling1MGemini 3 Pro Deep Think lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkGemini 3 Pro Deep ThinkInklingResult
Terminal-Bench 2.0Source 63.8%Not comparable
BrowseCompSource 77.1%Not comparable
MCP AtlasSource 74.1%Not comparable
Design Arena Agentic Web DevSource 1258Not comparable
Coding
BenchmarkGemini 3 Pro Deep ThinkInklingResult
SWE-bench VerifiedSource 77.6%Not comparable
SWE-bench ProSource 54.3%Not comparable
Terminal-Bench 2.0Source 63.8%Not comparable
Reasoning
BenchmarkGemini 3 Pro Deep ThinkInklingResult
ARC-AGI-2Source 45.1%Not comparable
CritPtSource 25.7%Not comparable
Knowledge
BenchmarkGemini 3 Pro Deep ThinkInklingResult
GPQASource 87.9%Not comparable
GPQA-DSource 87.9%Not comparable
HLESource 46%Not comparable
HLE w/o toolsSource 30%Not comparable
Math
BenchmarkGemini 3 Pro Deep ThinkInklingResult
AIME26Source 97.1%Not comparable
Multimodal
BenchmarkGemini 3 Pro Deep ThinkInklingResult
MMMU-ProSource 73.5%Not comparable
CharXivSource 82%Not comparable
CharXiv w/o toolsSource 78.1%Not comparable
Inst. Following
BenchmarkGemini 3 Pro Deep ThinkInklingResult
IFBenchSource 79.8%Not comparable
Frequently Asked Questions (3)

Can I compare Gemini 3 Pro Deep Think and Inkling on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.

Why does this comparison show “coming soon”?

BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.

What data is available for Gemini 3 Pro Deep Think and Inkling today?

Gemini 3 Pro Deep Think: Pricing unavailable Inkling: $1.87 input / $4.68 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

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Last updated: July 15, 2026

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