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LMSpeed is an AI model directory for comparing API price, output speed, first-token latency, provider coverage, and benchmark data. Use it to narrow your model and provider choice, then test the endpoint that fits your workload.
Price, speed, latency, and availability can change. Treat this table as a current signal and verify your own endpoint before you deploy.
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| Context1.0M | Input— |
Agents, Coding, Reasoning, and the other capability columns are 0–100 observed-capability estimates relative to the eligible model population in a dated Category Score V3 run.
They are not success rates, IQ scores, or an average across all eight categories. Read them with the 80% interval, measured dimensions, benchmark families, and evidence shown on each model page.
Each row brings together the information you need to compare an LLM API. Some fields are blank when LMSpeed has no current data for that model or provider.
Start with the decision that matters most for your workload, then compare the current rows before you test an endpoint.
LMSpeed runs standardized five-round API speed tests on each model, measuring output throughput (tokens per second), first-token latency, and total response time across multiple providers.
Latency varies by provider and model. Use the LMSpeed model directory to sort by latency and find the model with the fastest first-token response time. Check the latency leaderboard for monthly rankings.
LMSpeed lists input and output token prices per million for each model across available providers. Sort by price to find a lower-cost option, or filter by provider to compare rates side by side.
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| Release date2026-07-21 |
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| Gemini 3.6 FlashGoogle | Context1.0M | Input$1.50/M | Output$7.50/M | Providers +59 | 53±9.0 | 54.7±11.9E | 59±10.8E | 58±14.0P | — | — | 51.3±17.0P | — | Throughput — | Latency — | Release date2026-07-21 |
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| Gemini 3.5 Flash Lite (batch)Google | Context1.0M | Input— | Output— | Providers— | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2026-07-21 |
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| Gemini 3.5 Flash-LiteGoogle | Context1.0M | Input$0.300/M | Output$2.50/M | Providers +34 | 41.3±8.8 | 47.9±9.3E | 51.5±10.8E | 52.5±14.0P | — | — | 46±17.0P | — | Throughput — | Latency — | Release date2026-07-21 |
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| Gemini 3.1 Flash Lite ImageGoogle | Context65.5K | Input— | Output— | Providers +29 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2026-06-30 |
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| Gemini 3.1 Flash ImageGoogle | Context131.1K | Input— | Output— | Providers +131 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2026-06-18 |
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| Gemini 3 Pro ImageGoogle | Context131.1K | Input— | Output— | Providers +109 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2026-06-18 |
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| Gemini Embedding 2Google | Context8.2K | Input— | Output— | Providers +36 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2026-05-20 |
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| Gemini 3.5 Flash (batch)Google | Context1.0M | Input— | Output— | Providers— | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2026-05-19 |
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| Gemini 3.5 FlashGoogle | Context1.0M | Input$1.50/M | Output$9.00/M | Providers +102 | 61.1±5.6 | 56.1±8.9 | 53.5±8.4 | 55.4±14.0P | 55.1±16.1P | — | 57.3±11.9E | 54.9±16.0P | Throughput 425 t/s | Latency 4.10s | Release date2026-05-19 |
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| Gemini 3.1 Flash Lite (batch)Google | Context1.0M | Input— | Output— | Providers— | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2026-05-07 |
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| Gemini 3.1 Flash LiteGoogle | Context1.0M | Input— | Output— | Providers +125 | 42.3±6.9 | 40.8±11.8E | 52.5±10.8E | 48.5±16.0P | — | — | 39.8±16.2P | 55.3±16.0P | Throughput 191 t/s | Latency 6.58s | Release date2026-05-07 |
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| Gemini ProGoogle | Context1.0M | Input— | Output— | Providers +39 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2026-04-27 |
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| Gemini FlashGoogle | Context1.0M | Input— | Output— | Providers +44 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2026-04-27 |
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| Gemini 3.1 Flash TTS PreviewGoogle | Context32.8K | Input— | Output— | Providers +7 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2026-04-24 |
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| Gemini Embedding 2 PreviewGoogle | Context8.2K | Input— | Output— | Providers | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2026-04-17 |
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| Lyria 3 Pro PreviewGoogle | Context1.0M | Input— | Output— | Providers | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2026-03-30 |
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| Lyria 3 Clip PreviewGoogle | Context1.0M | Input— | Output— | Providers | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2026-03-30 |
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| Gemini 3.1 Flash Lite PreviewGoogle | Context1.0M | Input$0.250/M | Output$1.50/M | Providers +5 | — | 54.3±16.0P | 53.5±13.9P | — | — | — | — | — | Throughput — | Latency — | Release date2026-03-03 |
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| Nano Banana 2 (Gemini 3.1 Flash Image Preview)Google | Context65.5K | Input— | Output— | Providers +4 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2026-02-26 |
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| Gemini 3.1 Pro Preview Custom ToolsGoogle | Context1.0M | Input— | Output— | Providers +9 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2026-02-25 |
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| Gemini 3.1 Pro Preview (batch)Google | Context1.0M | Input— | Output— | Providers— | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2026-02-19 |
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| Gemini 3.1 Pro PreviewGoogle | Context1.0M | Input$2.00/M | Output$12.00/M | Providers +11 | — | 66.4±16.0P | 64.1±13.9P | — | — | — | — | — | Throughput — | Latency — | Release date2026-02-19 |
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| Gemini 3.1 ProGoogle | Context1.0M | Input— | Output— | Providers +185 | 50.6±6.2 | 59.2±10.7E | 58.3±8.7 | 57.8±15.1P | 55.3±16.1P | 59.7±17.3P | 55.2±6.7 | 55.2±16.0P | Throughput 92 t/s | Latency 15.36s | Release date2026-02-19 |
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| Gemini 3 Flash Preview (batch)Google | Context1.0M | Input— | Output— | Providers— | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2025-12-17 |
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| Gemini 3 Flash PreviewGoogle | Context1.0M | Input$0.500/M | Output$3.00/M | Providers +5 | — | 63±13.9P | 60.7±11.1E | — | 54.4±16.1P | — | — | — | Throughput — | Latency — | Release date2025-12-17 |
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| Gemini 3 FlashGoogle | Context1.0M | Input$0.500/M | Output$3.00/M | Providers +183 | 43.1±8.9 | 53.9±11.2E | 52.4±8.7 | 51.1±14.0P | 51.9±16.1P | — | — | 47.9±16.0P | Throughput 162 t/s | Latency 7.48s | Release date2025-12-17 |
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| Nano Banana Pro (Gemini 3 Pro Image Preview)Google | Context65.5K | Input— | Output— | Providers +3 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2025-11-20 |
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| Gemini Embedding 001Google | Context20K | Input— | Output— | Providers +59 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2025-10-31 |
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| Gemini 2.5 Flash ImageGoogle | Context32.8K | Input— | Output— | Providers +91 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2025-10-07 |
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| Gemini 2.5 Flash LiteGoogle | Context1.0M | Input$0.100/M | Output$0.400/M | Providers +118 | — | 35.9±13.9P | 42.9±11.1E | — | 53.3±11.8E | — | — | — | Throughput 277 t/s | Latency 1.41s | Release date2025-09-25 |
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| Gemini 2.5 Flash Lite (batch)Google | Context1.0M | Input— | Output— | Providers— | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2025-07-22 |
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| Gemini 2.5 Flash (batch)Google | Context1.0M | Input— | Output— | Providers— | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2025-06-17 |
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| Gemini 2.5 FlashGoogle | Context1.0M | Input$0.300/M | Output$2.50/M | Providers +163 | 36.6±16.0P | 50.9±13.9P | 49.5±8.7 | 41.7±16.0P | 50.8±9.3E | — | — | 43.2±16.0P | Throughput 155 t/s | Latency 8.55s | Release date2025-06-17 |
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| Gemini 2.5 Pro (batch)Google | Context1.0M | Input— | Output— | Providers— | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2025-06-17 |
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| Gemini 2.5 ProGoogle | Context1.0M | Input$1.25/M | Output$10.00/M | Providers +166 | 43.7±9.3E | 39.2±8.9 | 55.4±8.7 | 36.1±14.0P | 56.2±9.3E | — | — | 46±16.0P | Throughput 88 t/s | Latency 16.94s | Release date2025-06-17 |
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| Gemini 2.5 Pro Preview 06-05Google | Context1.0M | Input$1.25/M | Output$10.00/M | Providers | — | 54.4±13.9P | 55.8±11.1E | — | 60.8±11.8E | — | — | — | Throughput — | Latency — | Release date2025-06-05 |
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| Gemini 2.5 Pro Preview 05-06Google | Context1.0M | Input— | Output— | Providers | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2025-05-07 |
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| Gemma 2 27BGoogle | Context8.2K | Input— | Output— | Providers | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date2024-07-13 |
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| Gemini 2.5 Flash Lite Preview 09-2025Google | Context1.0M | Input$0.100/M | Output$0.400/M | Providers | — | 46.3±13.9P | 48±11.1E | — | 45.1±16.1P | — | — | — | Throughput — | Latency — | Release date— |
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| Gemini 2.5 Pro DeepSearchGoogle | Context— | Input— | Output— | Providers +2 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Gemini 3.0 Pro ImageGoogle | Context— | Input— | Output— | Providers | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Gemini 1.5 Pro 002Google | Context— | Input— | Output— | Providers +2 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Gemini 2.5 Flash DeepSearchGoogle | Context— | Input— | Output— | Providers +2 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Gemini 3.0 ProGoogle | Context— | Input— | Output— | Providers +1 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Gemini Robotics ER 1.5Google | Context— | Input— | Output— | Providers +19 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Gemini 3 Pro DeepSearchGoogle | Context— | Input— | Output— | Providers +1 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Gemini 2.5 Flash LiveGoogle | Context— | Input— | Output— | Providers | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Gemini 2.5 Pro 1MGoogle | Context— | Input— | Output— | Providers | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Gemini 3.1 FlashGoogle | Context— | Input— | Output— | Providers +19 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Gemini EmbeddingGoogle | Context— | Input— | Output— | Providers +8 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Gemini 2.0 Flash Live 001Google | Context— | Input— | Output— | Providers +1 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Gemini Pro VisionGoogle | Context— | Input— | Output— | Providers | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Gemini Live 2.5 FlashGoogle | Context— | Input— | Output— | Providers | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Gemini ImagenGoogle | Context— | Input— | Output— | Providers | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Gemini 1.0 Pro VisionGoogle | Context— | Input— | Output— | Providers | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Gemini 1.5 Flash 002Google | Context— | Input— | Output— | Providers +1 | — | — | — | — | — | — | — | — | Throughput 155 t/s | Latency 1.62s | Release date— |
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| Gemini 3.0 FlashGoogle | Context— | Input— | Output— | Providers +4 | — | — | — | — | — | — | — | — | Throughput 28 t/s | Latency 20.33s | Release date— |
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| Gemini 1.5 FlashGoogle | Context— | Input— | Output— | Providers +18 | — | 32.9±13.9P | 37±11.1E | — | 42.3±11.8E | — | — | — | Throughput 200 t/s | Latency 1.17s | Release date— |
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| Gemini 2.0 ProGoogle | Context— | Input— | Output— | Providers +12 | — | 44±13.9P | 48.4±11.1E | — | 52±11.8E | — | — | — | Throughput 67 t/s | Latency 8.47s | Release date— |
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An AI model directory is a searchable list of models and their comparison data. On LMSpeed, it brings together API price, throughput, first-token latency, provider coverage, and capability data when available.
Start with the metric that matters most for your workload. Then open a model page to compare provider data. Run your own speed test before you use an endpoint in production.
Yes. Price, availability, throughput, and latency can change by model, provider, and time. Use current page values as a comparison signal and confirm with your own endpoint test.