Google: Gemini 3.5 Flash Lite API
Gemini 3.5 Flash Lite API minimizes input cost while retaining text, image, file, audio, and video support across a 1.05M context. It is aimed at broad first-pass processing rather than the highest logic score. [1]
LLM2014 logic 2026-08: Gemini 3.5 Flash Lite API (high) ranks #27 with a 20.44 median, 29.51 best score, and 192s average time. Configurations are separate. [1][2]
Playground
Try Gemini 3.5 Flash Lite in the API Need Playground.
Provider
Current API Need routing and live API pricing. [1]
Pricing
Pricing uses the current live API Need configuration for this model.
Availability
Recent public performance data for this model.
Benchmarks
Editorial benchmark data is shown when this model has a verified match. [2]Intelligence uses the source’s median-score ranking. Efficiency views are APINEED calculations, not official LLM2014 rankings. Test costs and reference prices are converted at ¥7 per US dollar; they are not APINEED selling prices. Missing values are N/A. These results describe the source’s tested configurations, not guaranteed APINEED endpoint performance.
| 1st | GPT-5.5 (xhigh) | 80.23 | 73.89 | 7.9% | 534s | 33,219 | $27.51 | $29.57 |
| 2nd | GPT-5.6 Sol (xhigh) | 78.37 | 69.42 | 11.42% | 381s | 17,769 | $14.71 | $29.57 |
| 3rd | Kimi-K3 (max) | 75.77 | 67.66 | 10.7% | 1144s | 41,432 | $17.40 | $15.00 |
| 4th | Claude Opus 5 (xhigh) | 71.24 | 64.74 | 9.12% | 437s | 26,705 | $18.43 | $24.64 |
| 5th | GLM-5.3 (max) | 74.48 | 63.91 | 14.19% | 1009s | 57,408 | $6.43 | $4.00 |
| 6th | GLM-5.3-Flash (max) | 69.55 | 60.52 | 12.98% | 863s | 38,787 | $0.22 | $0.20 |
| 7th | Qwen3.8-Max (xhigh) | 64.68 | 60.05 | 7.16% | 1297s | 65,135 | $9.38 | $5.14 |
| 8th | DeepSeek V4 Pro 0813(max) | 70.13 | 59.63 | 14.97% | 1601s | 73,350 | $7.92 | $3.86 |
| 9th | DeepSeek-V4-Flash-Vision-Exp (max) | 62.86 | 58.10 | 7.57% | 974s | 79,420 | $2.86 | $1.29 |
| 10th | Gemini 3.7 Flash (high) | 66.62 | 57.56 | 13.6% | 131s | 26,596 | $2.75 | $3.70 |
| 11th | Grok 4.6 (high) | 67.93 | 56.41 | 16.96% | 813s | 33,807 | $5.60 | $5.91 |
| 12th | Gemini 3.1 Pro (high) | 69.35 | 55.84 | 19.48% | 235s | 28,338 | $9.39 | $11.83 |
| 13th | DeepSeek V4 Flash 0731 (max) | 66.34 | 55.23 | 16.75% | 881s | 74,657 | $2.69 | $1.29 |
| 14th | GLM-5.2 (max) | 66.53 | 54.70 | 17.78% | 891s | 46,273 | $5.18 | $4.00 |
| 15th | Qwen3.8-Flash (xhigh) | 65.44 | 54.49 | 16.73% | 844s | 64,942 | $0.70 | $0.39 |
| 16th | GPT-5.6 Luna (xhigh) | 65.92 | 51.62 | 21.69% | 247s | 37,885 | $1.25 | $1.18 |
| 17th | Qwen3.8-27B (xhigh) | 58.48 | 47.65 | 18.52% | 2318s | 73,987 | $3.55 | $1.71 |
| 18th | Doubao-Seed-2.1-pro (high) | 55.12 | 45.78 | 16.94% | 2026s | 85,238 | $10.23 | $4.29 |
| 19th | Muse Spark 1.2 (xhigh) | 57.93 | 45.14 | 22.08% | 359s | 47,209 | $5.54 | $4.19 |
| 20th | Gemini 3.7 Flash (low) | 53.50 | 44.06 | 17.64% | 59s | 10,673 | $1.10 | $3.70 |
| 21st | Claude Sonnet 5 (xhigh) | 47.80 | 39.57 | 17.22% | 545s | 45,066 | $12.44 | $9.86 |
| 22nd | Tencent Hy3 (high) | 57.89 | 39.51 | 31.75% | 1076s | 53,214 | $0.85 | $0.57 |
| 23rd | Qwen3.7-Plus (high) | 51.36 | 38.74 | 24.57% | 1254s | 58,610 | $1.88 | $1.14 |
| 24th | MiniMax-M3 | 43.83 | 37.37 | 14.74% | 982s | 57,486 | $1.93 | $1.20 |
| 25th | Doubao-Seed-2.0-lite 0428 (high) | 34.13 | 26.18 | 23.29% | 669s | 27,845 | $0.40 | $0.51 |
| 26th | Claude Opus 5 | 34.94 | 24.58 | 29.65% | 156s | 10,261 | $7.08 | $24.64 |
| 27th | Gemini 3.5 Flash Lite (high) | 29.51 | 20.44 | 30.74% | 192s | 17,842 | $1.23 | $2.46 |
| 28th | Ling-3.0-flash | 28.37 | 17.05 | 39.9% | 735s | 95,538 | N/A | N/A |
| 29th | Gemma 4 31B | 21.36 | 16.09 | 24.67% | 756s | 15,290 | $0.17 | $0.39 |
| 30th | openPangu-2.0-Pro | 20.02 | 15.75 | 21.33% | 645s | 28,215 | $1.64 | $2.07 |
| 31st | Qwen3.7-Plus | 20.84 | 15.63 | 25% | 323s | 8,910 | $0.29 | $1.14 |
| 32nd | GPT-5.5 Instant | 21.73 | 14.09 | 35.16% | 28s | 1,712 | $1.42 | $29.57 |
| 33rd | Mistral Medium 3.5 | 17.25 | 13.87 | 19.59% | 200s | 28,129 | $5.82 | $7.39 |
| 34th | Step-3.7-Flash | 26.18 | 13.74 | 47.52% | 282s | 47,180 | $1.53 | $1.16 |
| 35th | MiMo-V2.5-Pro | 26.31 | 13.00 | 50.59% | 550s | 33,095 | $0.79 | $0.86 |
| 36th | Dots3-Note Preview | 18.63 | 12.95 | 30.49% | 210s | 28,386 | N/A | N/A |
| 37th | ERNIE 5.1 | 16.32 | 11.32 | 30.64% | 468s | 24,522 | $1.77 | $2.57 |
| 38th | Qwen3.8-27B | 16.48 | 10.61 | 35.62% | 192s | 8,914 | $0.43 | $1.71 |
| 39th | openPangu-2.0-Flash | 19.24 | 10.16 | 47.19% | 583s | 29,052 | $0.19 | $0.23 |
| 40th | LongCat-2.0 | 17.61 | 9.74 | 44.69% | 374s | 14,273 | $0.46 | $1.14 |
| 41st | Claude Sonnet 5 | 16.49 | 9.67 | 41.36% | 113s | 6,175 | $1.70 | $9.86 |
| 42nd | GLM-5.2 | 12.42 | 8.05 | 35.19% | 24s | 929 | $0.10 | $4.00 |
| 43rd | DeepSeek V4 Flash 0731 | 13.57 | 7.93 | 41.56% | 53s | 4,621 | $0.17 | $1.29 |
| 44th | Gemini 3.1 Flash Lite | 9.01 | 7.11 | 21.09% | 11s | 707 | $0.03 | $1.48 |
| 45th | Doubao-Seed-2.1-pro | 13.03 | 6.17 | 52.65% | 319s | 6,948 | $0.83 | $4.29 |
| 46th | Mistral Medium 3.5 | 8.45 | 5.93 | 29.82% | 18s | 2,589 | $0.54 | $7.39 |
Quick Start
Call Gemini 3.5 Flash Lite with its real backend model ID.
Get an API key
Create an API key in the product app.
export API_NEED_API_KEY=sk-apineed-v1-...Send a request
Call /v1/chat/completions with model gemini-3.5-flash-lite.
import OpenAI from "openai";
const client = new OpenAI({
apiKey: process.env.API_NEED_API_KEY,
baseURL: "https://apineed.com/v1"
});
const result = await client.chat.completions.create({
model: "gemini-3.5-flash-lite",
messages: [
{ role: "user", content: "Why is the sky blue?" }
]
});
console.log(result.choices[0].message.content);Handle the response
Validate responses and errors in your application.
curl https://apineed.com/v1/chat/completions \
-H "Authorization: Bearer $API_NEED_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "gemini-3.5-flash-lite",
"stream": true,
"messages": [
{
"role": "user",
"content": "Hello"
}
]
}'Endpoints
Endpoints currently returned by the live pricing API.
/v1/responses- Authorization
- Bearer $API_NEED_API_KEY
- Content-Type
- application/json
- HTTP-Referer
- optional - your site URL, for rankings
- X-Title
- optional - your site name, for rankings
- Model
- gemini-3.5-flash-lite
/v1/chat/completions- Authorization
- Bearer $API_NEED_API_KEY
- Content-Type
- application/json
- HTTP-Referer
- optional - your site URL, for rankings
- X-Title
- optional - your site name, for rankings
- Model
- gemini-3.5-flash-lite
Parameters
Supported parameters are shown when verified metadata is available. [1]
No verified parameter metadata is currently available.
Gemini 3.5 Flash Lite API Q&A
Model-specific answers for teams comparing Gemini 3.5 Flash Lite API on capability, benchmark evidence, integration, and cost.
What makes Gemini 3.5 Flash Lite API economical?
Its APINEED input rate is $0.15 per million tokens and cache reads cost $0.015 after the 50% discount.
Can Gemini 3.5 Flash Lite API process video and audio?
Yes. Text, image, file, audio, and video are listed input modalities, with text output.
Where does Gemini 3.5 Flash Lite API rank?
LLM2014 logic 2026-08: Gemini 3.5 Flash Lite (high) ranks #27 with a 20.44 median, 29.51 best score, and 192s average time. Configurations are separate.
Which workloads fit Gemini 3.5 Flash Lite?
For Gemini 3.5 Flash Lite API, high-volume extraction, tagging, summarization, and multimodal routing are stronger fits than the most difficult reasoning tasks.
Which endpoint serves Gemini 3.5 Flash Lite API?
Call Gemini 3.5 Flash Lite API through https://apineed.com/v1/chat/completions with gemini-3.5-flash-lite as the model value. Existing OpenAI SDK clients usually need only the APINEED base URL and key.
How do I validate Gemini 3.5 Flash Lite API before release?
Evaluate Gemini 3.5 Flash Lite API on representative prompts, record quality, latency, and token use, then choose reasoning settings and fallbacks from those results.
How to deploy Gemini 3.5 Flash Lite
Connect the live model to your application.
Top up
Add usage credit in the product app.
Create a key
Create and securely store an API key.
Configure the endpoint
Send requests to /v1/chat/completions.
Monitor responses
Track status, latency, and errors in your application.
