GPT-6.1 Terravs.Gemini 3.8 Flash
Which one is better?
Level in the overall index: the gap is too small for a clear winner. Gemini 3.8 Flash is cheaper: GPT-6.1 Terra costs 1.3 times as much per token.
67
GPT-6.1 Terra
Rank 12 to 27
67
Gemini 3.8 Flash
Rank 15 to 20
91
GPT-6.1 Terra
fairly slow
133
Gemini 3.8 Flash
fairly fast
$2
GPT-6.1 Terra
fairly expensive
$1.50
Gemini 3.8 Flash
fairly cheap
GPT-6.1 Terra
- Subscription
Subscriptions in Germany: n/a
- Via API
$1 input, $5 output per 1M tokens.
Gemini 3.8 Flash
- Subscription
Free to use at Google (Google AI Free, with limited credits), more from €4.99 a month (Google AI Plus, with limited credits). Through other providers from ≈ €6.36 a month (ElevenLabs Starter, with limited credits). 59 plans in Germany.
- Via API
$0.75 input, $3.75 output per 1M tokens, unchanged since Sep 2, 2026.
Overall index with data through Oct 29, 2026 · Prices from Oct 29, 2026 · Speed: measured by Artificial Analysis · Subscriptions as of Oct 24, 2026 · Subscription prices incl. VAT
Where is the difference?
Values from 0 to 100 per task area. We only name a winner when the gap is large enough and there are enough tests.
GPT-6.1 Terra ahead: 1Gemini 3.8 Flash ahead: 1level: 3too little data: 5of 10 areas
AreaGPT-6.1 TerraGemini 3.8 Flash0 to 100, higher is betterResult
Areas in the overall index
CodingGPT-6.1 Terra aheadGPT-6.1 Terra: 84Gemini 3.8 Flash: 50
ReasoninglevelGPT-6.1 Terra: 88Gemini 3.8 Flash: 78
Mathematicsonly Gemini 3.8 Flash has a scoreGPT-6.1 Terra: not enough dataGemini 3.8 Flash: 50
Knowledgetoo little dataGPT-6.1 Terra: 80Gemini 3.8 Flash: 80
AgentslevelGPT-6.1 Terra: 57Gemini 3.8 Flash: 54
Generalonly Gemini 3.8 Flash has a scoreGPT-6.1 Terra: not enough dataGemini 3.8 Flash: 64
Multimodaltoo little dataGPT-6.1 Terra: 70Gemini 3.8 Flash: 77
Specialist fields
FinancelevelGPT-6.1 Terra: 45Gemini 3.8 Flash: 78
LegalGemini 3.8 Flash aheadGPT-6.1 Terra: 8Gemini 3.8 Flash: 52
Healthonly Gemini 3.8 Flash has a scoreGPT-6.1 Terra: not enough dataGemini 3.8 Flash: 54
Show 3 more areas that do not count toward the overall index
AreaGPT-6.1 TerraGemini 3.8 Flash0 to 100, higher is betterResult
Cybersecurityonly Gemini 3.8 Flash has a scoreGPT-6.1 Terra: not enough dataGemini 3.8 Flash: 24
Productivityonly Gemini 3.8 Flash has a scoreGPT-6.1 Terra: not enough dataGemini 3.8 Flash: 60
Educationonly Gemini 3.8 Flash has a scoreGPT-6.1 Terra: not enough dataGemini 3.8 Flash: 68
See for yourself: same task, one attempt
The same prompt for both models. We show the latest attempt without fixes; it does not count toward the overall index.
Pelican on a bicycle
A community classic for free-form SVG drawing.
GPT-6.1 Terra
Not tested yet
Gemini 3.8 Flash
The response reached the token limit. No complete recording is available.
Reasoning (requested): high
Current attempt
- Run date
- Oct 5, 2026
- API provider
- openrouter
- Requested API model
- google/gemini-3.8-flash
- API model reported in response
- google/gemini-3.8-flash
- Reasoning setting
- high
- Pinned endpoint
- Google AI Studio | google/gemini-3.8-flash-20260902
- Temperature
- Provider default
- Token limit including reasoning
- 8,192 tokens
- Test protocol
- community-visual-tests-v1
- Technical checks
- Failed
- Response time
- 40.2 s
Not yet visually reviewed. A successful recording does not confirm correct physics or full compliance with the prompt.
Earlier attempts (3)
- Oct 2, 2026API request failedReasoning setting: high
- Oct 1, 2026API request failedReasoning setting: high
- Sep 7, 2026API request failedReasoning setting: high
Prompt and test conditions
Generate an SVG of a pelican riding a bicycle
Token limit including reasoning: 8,192 tokens
Task origin (Simon Willison)SVG short test
There is no shared test round for this selection. Results from different rounds are not mixed.
All data side by side
The better value is bold. For the overall index only when the gap is clear.
| Metric | GPT-6.1 Terra | Gemini 3.8 Flash |
|---|---|---|
| Intelligence | ||
| Overall index0 to 100, higher is better | 67 | 67 |
| Rank | Rank 12 to 27 of 95 | Rank 15 to 20 of 95 |
| Price per 1M tokens | ||
| Inputwhat you send | $1above 272,000 tokens: $2 | $0.75 |
| Outputwhat the model writes | $5above 272,000 tokens: $7.50 | $3.75 |
| Speed | ||
| Tokens per second | 91 | 133 |
| Technical | ||
| Context windowhow much text the model reads at once | 1.05 M tokens≈ 1,580 A4 pages | 1.05 M tokens≈ 1,570 A4 pages |
| Knowledge cutoff | Jun 1, 2026 | March 2026 |
| Released | Oct 26, 2026 | Sep 2, 2026 |
| Availability | Active | Active |
| Open weights | no | no |
- GPT-6.1 Terra, 12-hour cache write: The table's cache-write rate covers 30-minute retention. With 12-hour retention it is $2.50 per 1M tokens through 272,000 input tokens, $5 above. Source
- GPT-6.1 Terra, Long-context billing: Above 272,000 input tokens, the higher rates apply to the entire request. Input and cache rates double, while output costs 1.5 times the standard rate. Source
- GPT-6.1 Terra, Batch and Flex pricing: 50% off standard pricing Source
- GPT-6.1 Terra, Fast pricing: Fast mode costs twice the standard price Source
- GPT-6.1 Terra, Regional processing: 10% surcharge over standard processing Source
Prices without caching or batch discounts · Page count as a rule of thumb from Artificial Analysis
Shared benchmarks
Single results from the same benchmark version, task and metric. A value is bold only with the same test setup and a clear gap.
A: GPT-6.1 TerraB: Gemini 3.8 Flash
AA-BriefcaseOverall · higher is betterGPT-6.1 Terra: 1,190.59 eloGemini 3.8 Flash: 1,182.19 eloArtificial AnalysisAs of 10/29/2026
AA-OmniscienceOverall · higher is betterGPT-6.1 Terra: 26.6 pointsGemini 3.8 Flash: 23.7 pointsArtificial AnalysisAs of 10/29/2026
AA-Omniscience AccuracyOverall · higher is betterGPT-6.1 Terra: 47.4%Gemini 3.8 Flash: 49.6%Artificial AnalysisAs of 10/29/2026
AA-Omniscience Hallucination RateOverall · lower is betterGPT-6.1 Terra: 39.6%Gemini 3.8 Flash: 51.5%Artificial AnalysisAs of 10/29/2026
Artificial Analysis Intelligence IndexOverall · higher is betterGPT-6.1 Terra: 38.115 pointsGemini 3.8 Flash: 29.979 pointsArtificial AnalysisAs of 10/29/2026
AutomationBench-AAOverall · higher is betterGPT-6.1 Terra: 57.8%Gemini 3.8 Flash: 60.9%Artificial AnalysisAs of 10/29/2026
CritPt v2Overall · higher is betterGPT-6.1 Terra: 21.4%Gemini 3.8 Flash: 12.3%Artificial AnalysisAs of 10/29/2026
CritPt v2 (Hard Subset)Overall · higher is betterGPT-6.1 Terra: 56.0%Gemini 3.8 Flash: 44.0%Artificial AnalysisAs of 10/29/2026
EMB v1.1Overall · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 73.3%Gemini 3.8 Flash: 72.9%Vals AIAs of 10/26/2026
Finance Agent v2.1Overall · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 56%Gemini 3.8 Flash: 65.8%Vals AIAs of 10/26/2026
Show 54 more benchmarks
FrontierCodeOverall · higher is betterGPT-6.1 Terra: 34.5%Gemini 3.8 Flash: 16.5%Artificial AnalysisAs of 10/29/2026
FrontierCode 1.1 MainOverall · higher is betterGPT-6.1 Terra: 43.7%Gemini 3.8 Flash: 37.1%Artificial AnalysisAs of 10/29/2026
GDP.pdfOverall · higher is betterGPT-6.1 Terra: 28.4%Gemini 3.8 Flash: 22.8%Artificial AnalysisAs of 10/29/2026
GDPval-AAOverall · higher is betterGPT-6.1 Terra: 1,325.12 eloGemini 3.8 Flash: 1,432.16 eloArtificial AnalysisAs of 10/29/2026
HLAB-Vals-1.1Overall · Task fully resolved · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 1.7%Gemini 3.8 Flash: 12.1%Vals AIAs of 10/26/2026
HLE-DiamondOverall · higher is betterGPT-6.1 Terra: 31.3%Gemini 3.8 Flash: 29.1%Artificial AnalysisAs of 10/29/2026
Legal Research BenchOverall · All-pass · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 26%Gemini 3.8 Flash: 38.9%Vals AIAs of 10/26/2026
MMMU-ProOverall · higher is betterGPT-6.1 Terra: 82.8%Gemini 3.8 Flash: 84.2%Artificial AnalysisAs of 10/29/2026
Tax Agent BenchOverall · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 15.2%Gemini 3.8 Flash: 32.1%Vals AIAs of 10/26/2026
Terminal-BenchOverall · higher is betterGPT-6.1 Terra: 32.3%Gemini 3.8 Flash: 19.7%Artificial AnalysisAs of 10/29/2026
Terminal-Bench 4.0Overall · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 49.5%Gemini 3.8 Flash: 19.7%Vals AIAs of 10/26/2026
Terminal-Bench-ScienceOverall · higher is betterGPT-6.1 Terra: 24.8%Gemini 3.8 Flash: 10.5%Artificial AnalysisAs of 10/29/2026
Vals Finance IndexOverall · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 52.9%Gemini 3.8 Flash: 60.5%Vals AIAs of 10/26/2026
Vals IndexOverall · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 60.5%Gemini 3.8 Flash: 56%Vals AIAs of 10/27/2026
Vals Legal IndexOverall · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 58.6%Gemini 3.8 Flash: 69.8%Vals AIAs of 10/26/2026
Vibe Code Bench v1.1Overall · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 84%Gemini 3.8 Flash: 78.7%Vals AIAs of 10/26/2026
AA-BriefcaseOverall · higher is betterGPT-6.1 Terra: 1,263.5 eloGemini 3.8 Flash: 1,202.25 eloArtificial AnalysisAs of 10/29/2026
AA-OmniscienceOverall · higher is betterGPT-6.1 Terra: 27.767 pointsGemini 3.8 Flash: 23.267 pointsArtificial AnalysisAs of 10/29/2026
AA-Omniscience AccuracyOverall · higher is betterGPT-6.1 Terra: 45.6%Gemini 3.8 Flash: 48.3%Artificial AnalysisAs of 10/29/2026
AA-Omniscience Hallucination RateOverall · lower is betterGPT-6.1 Terra: 41.6%Gemini 3.8 Flash: 68.1%Artificial AnalysisAs of 10/29/2026
Artificial Analysis Intelligence IndexOverall · higher is betterGPT-6.1 Terra: 29.217 pointsGemini 3.8 Flash: 22.348 pointsArtificial AnalysisAs of 10/29/2026
AutomationBench-AAOverall · higher is betterGPT-6.1 Terra: 58.5%Gemini 3.8 Flash: 59.9%Artificial AnalysisAs of 10/29/2026
CritPt v2Overall · higher is betterGPT-6.1 Terra: 15.1%Gemini 3.8 Flash: 4.0%Artificial AnalysisAs of 10/29/2026
CritPt v2 (Hard Subset)Overall · higher is betterGPT-6.1 Terra: 60.5%Gemini 3.8 Flash: 43.5%Artificial AnalysisAs of 10/29/2026
EMB v1.1Comps · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 75.6%Gemini 3.8 Flash: 76%Vals AIAs of 10/26/2026
Finance Agent v2.1Adjustments · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 50.6%Gemini 3.8 Flash: 61.9%Vals AIAs of 10/26/2026
FrontierCodeOverall · higher is betterGPT-6.1 Terra: 37.5%Gemini 3.8 Flash: 18.7%Artificial AnalysisAs of 10/29/2026
FrontierCode 1.1 MainOverall · higher is betterGPT-6.1 Terra: 36.3%Gemini 3.8 Flash: 27.5%Artificial AnalysisAs of 10/29/2026
GDP.pdfOverall · higher is betterGPT-6.1 Terra: 28.0%Gemini 3.8 Flash: 21.0%Artificial AnalysisAs of 10/29/2026
GDPval-AAOverall · higher is betterGPT-6.1 Terra: 1,204.16 eloGemini 3.8 Flash: 1,316.57 eloArtificial AnalysisAs of 10/29/2026
HLAB-Vals-1.1Antitrust Competition · Criteria passed · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 83%Gemini 3.8 Flash: 92.9%Vals AIAs of 10/26/2026
HLE-DiamondOverall · higher is betterGPT-6.1 Terra: 35.4%Gemini 3.8 Flash: 33.1%Artificial AnalysisAs of 10/29/2026
Legal Research BenchAdministrative / Regulatory · All-pass · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 45.5%Gemini 3.8 Flash: 47%Vals AIAs of 10/26/2026
MMMU-ProOverall · higher is betterGPT-6.1 Terra: 82.5%Gemini 3.8 Flash: 84.5%Artificial AnalysisAs of 10/29/2026
Tax Agent BenchControversy & Precedence Analysis · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 5.9%Gemini 3.8 Flash: 6.7%Vals AIAs of 10/26/2026
Terminal-BenchOverall · higher is betterGPT-6.1 Terra: 41.9%Gemini 3.8 Flash: 19.7%Artificial AnalysisAs of 10/29/2026
Terminal-Bench 4.0Hardware · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 26.7%Gemini 3.8 Flash: 26.7%Vals AIAs of 10/26/2026
Terminal-Bench-ScienceOverall · higher is betterGPT-6.1 Terra: 33.3%Gemini 3.8 Flash: 10.0%Artificial AnalysisAs of 10/29/2026
Vals Finance IndexEMB v1.1 · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 73.3%Gemini 3.8 Flash: 72.9%Vals AIAs of 10/26/2026
Vals IndexCode Migration v1.1 · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 72.2%Gemini 3.8 Flash: 38.2%Vals AIAs of 10/27/2026
Vals Legal IndexBusiness & Commercial · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 51.6%Gemini 3.8 Flash: 67%Vals AIAs of 10/26/2026
AA-Omniscience AccuracyOverall · higher is betterGPT-6.1 Terra: 47.3%Gemini 3.8 Flash: 50.5%Artificial AnalysisAs of 10/29/2026
AA-Omniscience Hallucination RateOverall · lower is betterGPT-6.1 Terra: 37.0%Gemini 3.8 Flash: 55.1%Artificial AnalysisAs of 10/29/2026
Artificial Analysis Intelligence IndexOverall · higher is betterGPT-6.1 Terra: 42.334 pointsGemini 3.8 Flash: 30.547 pointsArtificial AnalysisAs of 10/29/2026
CritPt v2Overall · higher is betterGPT-6.1 Terra: 25.7%Gemini 3.8 Flash: 18.3%Artificial AnalysisAs of 10/29/2026
EMB v1.1Dataroom · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 86.3%Gemini 3.8 Flash: 87.8%Vals AIAs of 10/26/2026
Finance Agent v2.1All-Pass · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 42.6%Gemini 3.8 Flash: 54.5%Vals AIAs of 10/26/2026
FrontierCode 1.1 MainOverall · higher is betterGPT-6.1 Terra: 37.2%Gemini 3.8 Flash: 36.4%Artificial AnalysisAs of 10/29/2026
GDPval-AAOverall · higher is betterGPT-6.1 Terra: 1,353.15 eloGemini 3.8 Flash: 1,445.4 eloArtificial AnalysisAs of 10/29/2026
HLAB-Vals-1.1Antitrust Competition · Task fully resolved · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 0%Gemini 3.8 Flash: 0%Vals AIAs of 10/26/2026
Legal Research BenchAdministrative / Regulatory · Weighted partial credit · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 84.8%Gemini 3.8 Flash: 87.6%Vals AIAs of 10/26/2026
MMMU-ProOverall · higher is betterGPT-6.1 Terra: 83.8%Gemini 3.8 Flash: 85.6%Artificial AnalysisAs of 10/29/2026
Tax Agent BenchControversy & Precedence Analysis · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 42.5%Gemini 3.8 Flash: 59%Vals AIAs of 10/26/2026
Terminal-Bench 4.0Media · higher is betterTest setup not documented as identicalGPT-6.1 Terra: 58.3%Gemini 3.8 Flash: 16.7%Vals AIAs of 10/26/2026
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