Google · Efficient
Gemini Flash Latest
Compatibility alias that routes to the newest version of Gemini Flash. Currently routes to Gemini 3.8 Flash.
- Reasoning
- Tools
- Vision
- Structured output
- PDF input
- Audio input
- Video input
- Input
- Text, Images, Video, Audio
- Output
- Text
- Reasoning effort
- minimal · low · medium · high
- Discovery tier
- Efficient
Pricing
USD per 1M tokens- Input
- $0.75
- Output
- $3.75
- Cache read
- $0.075
- Cache write
- $0.0417
Reference prices as published by the model provider. API example
Specifications
- Context window
- 1M
- Max output
- 65.5K
Side by side
Gemini Flash Latest compared
Specifications, prices, speed and benchmark scores next to each other. Benchmarks below show every compared model too.
| Gemini Flash LatestGoogleThis model | GPT 6 SolOpenAIRemove | |
|---|---|---|
| Provider | OpenAI | |
| Discovery tier | Efficient | Frontier |
| Added | Mar 29, 2026 | Sep 22, 2026 |
| Limits | ||
| Context window | 1.05M | 1.05MBest |
| Max output | 65.54K | 128KBest |
| Average output | — | 315 tokens |
| Pricing, USD per 1M tokens | ||
| Input | $0.75Best | $2.00 |
| Output | $3.75Best | $10.00 |
| Cache read | $0.075Best | $0.20 |
| Cache write | $0.0417Best | $2.50 |
| Performance | ||
| Throughput | 168.9 tok/s | — |
| Time to first token | 4.9 s | — |
| Request success (24h) | 99.8% | 100.0%Best |
| Benchmark indexes | ||
| Intelligence Index | 39.8 | 39.8 |
| Coding Index | 74.1 | — |
| Capabilities | ||
| Reasoning | Yes | Yes |
| Tools | Yes | Yes |
| Vision | Yes | Yes |
| Structured output | Yes | Yes |
| PDF input | Yes | Yes |
| Audio input | Yes | No |
| Video input | Yes | No |
| Reasoning effort | minimal, low, medium, high | none, low, medium, high, xhigh, max |
Public evaluations
Benchmarks
Independent evaluation results, with how each score ranks among the models in the Noumen catalog.
- Gemini Flash Latest
- GPT 6 Sol
Intelligence Index
- Gemini Flash Latest39.8
- GPT 6 Sol39.8
Gemini Flash Latest tested at medium reasoning effort
Gemini Flash Latest: Better than 84% of 326 scored models
Indexes
Coding Index
Composite of the coding evaluations
- Gemini Flash Latest: 74.1
- GPT 6 Sol: —
Agentic work
AutomationBench-AA
Workflow automation, penalized for guardrail violations
- Gemini Flash Latest: 60.9%Top
- GPT 6 Sol: 58.0%
AutomationBench-AA tasks completed
Workflows finished end to end without a guardrail violation
- Gemini Flash Latest: 31.1%Top
- GPT 6 Sol: 28.2%
AA-Briefcasev1.1
Agentic knowledge work, rated head to head
- Gemini Flash Latest: 1,181 EloTop
- GPT 6 Sol: 1,148 Elo
GDPval-AAv2.1
Economically valuable occupational tasks, rated head to head
- Gemini Flash Latest: 1,423 EloTop
- GPT 6 Sol: 1,346 Elo
Document reasoning
GDP.pdf
Professional reasoning over PDF documents, all-pass rate
- Gemini Flash Latest: 22.8%
- GPT 6 Sol: 23.8%Top
AA-LCRv1.1
Reasoning across long documents
- Gemini Flash Latest: 84.0%Top
- GPT 6 Sol: 82.3%
MLCR-AA
Long-context reasoning over medical records
- Gemini Flash Latest: 12.8%
- GPT 6 Sol: 28.9%Top
Reasoning and knowledge
Humanity’s Last Exam
Expert-level questions across academic fields
- Gemini Flash Latest: 42.1%Top
- GPT 6 Sol: 41.0%
GPQA Diamond
Graduate-level science questions
- Gemini Flash Latest: 93.5%
- GPT 6 Sol: —
Coding
Terminal-Benchv4.0
Practical software engineering in a terminal
- Gemini Flash Latest: 19.7%Top
- GPT 6 Sol: 18.7%
SciCode
Scientific computing in Python
- Gemini Flash Latest: 55.1%Top
- GPT 6 Sol: 53.8%
Legacy evaluations
AA-LCR (unversioned)
Long-context reasoning, earlier grading
- Gemini Flash Latest: 84.0%Top
- GPT 6 Sol: 82.3%
Scores from Artificial Analysis, updated Oct 26, 2026. Gemini Flash Latest was tested at medium reasoning effort; compare scores measured at the same effort.Artificial Analysis
- Gemini Flash Latest
- GPT 6 Sol
| Leaderboard | Gemini Flash Latest | GPT 6 Sol |
|---|---|---|
| Coding | #18 · 15.1% | Not in top 20 |
| Roleplay | Not in top 20 | #9 · 35.3% |
| Creative writing | Not in top 20 | #6 · 45.3% |
Ranks among Noumen catalog models on Use cases leaderboards. Only top-20 placements are listed.
- Gemini Flash Latest
- GPT 6 Sol
| Leaderboard | Gemini Flash Latest | GPT 6 Sol |
|---|---|---|
| WebDev Overall | Not in top 20 | #8 · 1680.8 |
| WebDev · Image To Webdev | Not in top 20 | #7 · 1660.5 |
| WebDev · Webdev | Not in top 20 | #8 · 1680.8 |
| WebDev · Webdev-html | Not in top 20 | #7 · 1683.6 |
| WebDev · Webdev-react | Not in top 20 | #9 · 1684.2 |
Ranks among Noumen catalog models on LMArena leaderboards. Only top-20 placements are listed.LMArena
- Gemini Flash Latest
- GPT 6 Sol
| Leaderboard | Gemini Flash Latest | GPT 6 Sol |
|---|---|---|
| FrontierCode Main | Not in top 20 | #8 · 49.3% |
| FrontierCode Extended | Not in top 20 | #8 · 60.7% |
Ranks among Noumen catalog models on FrontierCode leaderboards. Only top-20 placements are listed.FrontierCode
- Gemini Flash Latest
- GPT 6 Sol
| Leaderboard | Gemini Flash Latest | GPT 6 Sol |
|---|---|---|
| Epoch Capabilities Index | Not in top 20 | #8 · 163.7 |
Ranks among Noumen catalog models on Epoch AI leaderboards. Only top-20 placements are listed.Epoch AI
- Gemini Flash Latest
- GPT 6 Sol
| Leaderboard | Gemini Flash Latest | GPT 6 Sol |
|---|---|---|
| ARC-AGI-1 | Not in top 20 | #15 · 95.5% |
| ARC-AGI-2 | Not in top 20 | #8 · 89.6% |
| ARC-AGI-3 (Default harness) | Not in top 20 | #8 · 4.6% |
Ranks among Noumen catalog models on ARC Prize leaderboards. Only top-20 placements are listed.ARC Prize
- Gemini Flash Latest
- GPT 6 Sol
| Leaderboard | Gemini Flash Latest | GPT 6 Sol |
|---|---|---|
| Creative Writing v3 | Not in top 20 | #4 · 2125 |
| Longform Writing | Not in top 20 | #7 · 82.8 |
Ranks among Noumen catalog models on EQ-Bench leaderboards. Only top-20 placements are listed.EQ-Bench
- Gemini Flash Latest
- GPT 6 Sol
| Leaderboard | Gemini Flash Latest | GPT 6 Sol |
|---|---|---|
| Game Development | Not in top 20 | #18 · 1310 |
| SVG | Not in top 20 | #5 · 1312 |
| 3D | Not in top 20 | #17 · 1310 |
| ASCII Art | Not in top 20 | #19 · 1217 |
| Web Apps | Not in top 20 | #14 · 1232 |
| Full Stack | Not in top 20 | #12 · 1237 |
| Mobile Apps | Not in top 20 | #18 · 1190 |
Ranks among Noumen catalog models on Design Arena leaderboards. Only top-20 placements are listed.Design Arena
Live routing data
Performance and reliability
Recent averages across requests routed for this model. Your own speed depends on prompt length, reasoning effort and load.
- Throughput
- 168.9 tok/s
- Faster than 78% of 250 models
- Time to first token
- 4.9 s
- Quicker than 36% of 250 models
- Prompt cache hits
- 9.2%
- About $0.69 per 1M input tokens with caching
- Request success (24h)
- 99.8%
- Reliable
Cache hits are the share of input tokens recently served from a prompt cache across all requests. They are not a forecast of your own hit rate.
- Healthy (98% or more)
- Degraded (90–98%)
- Down (under 90%)
- No requests
Developers
Use it through the API
Noumen’s API is OpenAI-compatible: any Chat Completions client works with a base URL and a key.
curl https://www.noumen.xyz/api/v1/chat/completions \
-H "Authorization: Bearer $NOUMEN_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "google/gemini-flash-latest",
"reasoning_effort": "medium",
"messages": [{ "role": "user", "content": "Explain this stack trace." }]
}'import os
from openai import OpenAI
client = OpenAI(base_url="https://www.noumen.xyz/api/v1", api_key=os.environ["NOUMEN_API_KEY"])
reply = client.chat.completions.create(
model="google/gemini-flash-latest",
messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)Related models
Other Google models, starting with the same family.