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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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| Context128K | Input— | Output— | Providers |
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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40.9±13.9P |
39.6±8.9 |
55.6±16.0P |
55.7±11.8E |
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37.3±16.0P |
| Throughput 50 t/s | Latency 19.88s |
| Release date2025-01-29 |
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| Qwen3 235B A22BQwen | Context131.1K | Input$0.700/M | Output$8.40/M | Providers | — | 43.8±13.9P | 46.3±11.1E | — | 51±11.8E | — | — | — | Throughput — | Latency — | Release date2025-04-28 |
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| Qwen3 32BQwen | Context131.1K | Input$0.700/M | Output$8.40/M | Providers | — | 41.9±13.9P | 44.1±11.1E | — | 49.9±11.8E | — | — | — | Throughput — | Latency — | Release date2025-04-28 |
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| Qwen3 14BQwen | Context131.7K | Input$0.350/M | Output$4.20/M | Providers | — | 41±13.9P | 41.8±11.1E | — | 49.7±11.8E | — | — | — | Throughput — | Latency — | Release date2025-04-28 |
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| Qwen3 8BQwen | Context131.1K | Input$0.180/M | Output$2.10/M | Providers | — | 33.3±13.9P | 40±11.1E | — | 48.4±11.8E | — | — | — | Throughput — | Latency — | Release date2025-04-28 |
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| Qwen3 30B A3BQwen | Context131.1K | Input$0.200/M | Output$2.40/M | Providers | — | 41.6±13.9P | 43.5±11.1E | — | 49.3±11.8E | — | — | — | Throughput — | Latency — | Release date2025-04-28 |
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| Qwen3 | Context262.1K | Input$0.200/M | Output$0.800/M | Providers +120 | — | 46.3±13.9P | 48±11.1E | 36.9±16.3P | 58.4±11.8E | 36.7±16.4P | — | — | Throughput 100 t/s | Latency 12.55s | Release date2025-07-21 |
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| Qwen3 235B A22B Instruct 2507Qwen | Context262.1K | Input$0.700/M | Output$8.40/M | Providers— | — | 56.1±13.9P | 54±11.1E | — | 63±11.8E | — | — | — | Throughput — | Latency — | Release date2025-07-21 |
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| Qwen3 CoderQwen | Context1.0M | Input— | Output— | Providers +55 | — | — | — | — | — | — | — | — | Throughput 243 t/s | Latency 5.28s | Release date2025-07-23 |
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| Qwen3 Coder 30B A3B InstructQwen | Context160K | Input$0.450/M | Output$2.25/M | Providers | — | 43.5±13.9P | 43.1±11.1E | — | 50.5±11.8E | — | — | — | Throughput — | Latency — | Release date2025-07-31 |
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| Qwen3 Next 80B A3B InstructQwen | Context262.1K | Input$0.500/M | Output$2.00/M | Providers +17 | — | 48.8±13.9P | 50.8±11.1E | — | 48.7±16.1P | — | — | — | Throughput — | Latency — | Release date2025-09-11 |
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| Qwen3 Coder PlusQwen | Context1M | Input— | Output— | Providers +68 | — | — | — | — | — | — | — | — | Throughput 45 t/s | Latency 1.35s | Release date2025-09-23 |
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| Qwen3 MaxQwen | Context262.1K | Input$1.20/M | Output$6.00/M | Providers +87 | 47.7±11.8E | 45.3±11.2E | 49.6±8.7 | 41.5±16.0P | 51.4±16.1P | — | — | 44.7±16.0P | Throughput 38 t/s | Latency 7.37s | Release date2025-09-23 |
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| Qwen3 VL 235B A22B InstructQwen | Context131.1K | Input$0.700/M | Output$2.80/M | Providers +5 | — | 50.1±13.9P | 50.4±11.1E | — | 49.5±16.1P | — | — | — | Throughput — | Latency — | Release date2025-09-23 |
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| Qwen3 VL 30B A3B InstructQwen | Context262.1K | Input$0.200/M | Output$0.800/M | Providers +1 | — | 46±13.9P | 47.8±11.1E | — | 49.8±16.1P | — | — | — | Throughput — | Latency — | Release date2025-10-06 |
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| Qwen3 VL 8B InstructQwen | Context256K | Input$0.180/M | Output$0.700/M | Providers +2 | — | 35.9±13.9P | 41.1±11.1E | — | 41.5±16.1P | — | — | — | Throughput — | Latency — | Release date2025-10-14 |
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| Qwen3 VL 32B InstructQwen | Context262.1K | Input$0.700/M | Output$2.80/M | Providers +2 | — | 46.2±13.9P | 48.6±11.1E | — | 49.1±16.1P | — | — | — | Throughput — | Latency — | Release date2025-10-23 |
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| DeepSeek V3.2DeepSeek | Context163.8K | Input$0.280/M | Output$0.420/M | Providers +170 | 39.5±6.9 | 51.6±8.6 | 51.4±8.7 | 40.6±16.0P | 49±16.1P | — | — | 46.2±16.0P | Throughput 46 t/s | Latency 5.36s | Release date2025-12-01 |
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| Qwen3 Coder NextQwen | Context262.1K | Input$0.350/M | Output$1.20/M | Providers +12 | — | 47.6±16.0P | 49.2±13.9P | — | — | — | — | — | Throughput — | Latency — | Release date2026-02-04 |
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| Qwen3 Max ThinkingQwen | Context262.1K | Input$1.20/M | Output$6.00/M | Providers +3 | — | 52.6±13.9P | 55.6±11.1E | — | 51.7±16.1P | — | — | — | Throughput — | Latency — | Release date2026-02-09 |
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| Qwen3.5 397B A17BQwen | Context262.1K | Input$0.600/M | Output$3.60/M | Providers | — | 54.4±16.0P | 59±13.9P | — | — | — | — | — | Throughput — | Latency — | Release date2026-02-16 |
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| Qwen3.5 Flash | Context1M | Input— | Output— | Providers +67 | — | — | — | — | 42.7±16.1P | — | — | — | Throughput 115 t/s | Latency 7.92s | Release date2026-02-25 |
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| Qwen3.5-122B-A10BQwen | Context262.1K | Input$0.400/M | Output$3.20/M | Providers | 49.7±10.6E | 49.4±11.8E | 53.6±8.3 | 43.7±16.3P | — | 45.4±16.4P | 47.8±9.4E | 54.5±11.9E | Throughput — | Latency — | Release date2026-02-25 |
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| Qwen3.5-27BQwen | Context262.1K | Input$0.300/M | Output$2.40/M | Providers | 47.1±8.7 | 49.7±11.2E | 54.1±8.3 | 41.4±16.3P | — | 45.4±16.4P | 49.9±12.1E | 57.3±11.9E | Throughput — | Latency — | Release date2026-02-25 |
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| Qwen3.5-35B-A3BQwen | Context262.1K | Input$0.250/M | Output$2.00/M | Providers | 43.9±8.7 | 42.7±11.2E | 51.1±8.3 | 38±16.3P | — | 41.6±16.4P | 46±12.1E | 51.7±11.9E | Throughput — | Latency — | Release date2026-02-25 |
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| Qwen3.5 | Context262.1K | Input$0.030/M | Output$0.150/M | Providers +90 | 46±5.3 | 40.4±9.0 | 53.4±8.1 | 53.1±11.6E | 41.5±11.5E | 54.8±12.2E | 51.3±6.5 | 53.9±11.9E | Throughput 46 t/s | Latency 10.19s | Release date2026-03-10 |
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| Qwen3.5-9BQwen | Context262.1K | Input$0.100/M | Output$0.150/M | Providers— | — | 43.9±16.0P | 52.5±13.9P | — | — | — | — | — | Throughput — | Latency — | Release date2026-03-10 |
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| Qwen3.6 PlusQwen | Context1M | Input$0.500/M | Output$3.00/M | Providers +116 | 50.5±5.5 | 53±8.2 | 58±8.1 | 52±11.6E | 52.2±9.1E | 52.4±12.2E | 51.2±6.5 | 55.9±11.9E | Throughput 47 t/s | Latency 24.53s | Release date2026-04-02 |
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| Qwen3.6 27BQwen | Context262.1K | Input$0.600/M | Output$3.60/M | Providers +3 | 56.5±6.6 | 46.4±6.0 | 54.8±8.7 | 37.3±11.6E | 41.3±11.5E | — | 46.4±6.5 | 52±16.0P | Throughput — | Latency — | Release date2026-04-27 |
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| Qwen3.6 Max PreviewQwen | Context262.1K | Input$1.30/M | Output$7.80/M | Providers +14 | 54.5±11.8E | 53.2±8.9 | 56.9±10.8E | 55.1±16.3P | 50.6±16.1P | — | — | 55.4±16.0P | Throughput — | Latency — | Release date2026-04-27 |
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| Qwen3.6 35B A3BQwen | Context262.1K | Input$0.248/M | Output$1.49/M | Providers +5 | 47.3±5.9 | 38.9±6.0 | 53±8.7 | 39.1±12.2E | 34.7±11.5E | — | 42.8±7.1 | 50.9±16.0P | Throughput — | Latency — | Release date2026-04-27 |
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| Qwen3.5 PlusAlibaba | Context1M | Input— | Output— | Providers +106 | 44.8±16.2P | 46.5±16.1P | — | — | 48.8±16.1P | — | — | — | Throughput 51 t/s | Latency 13.81s | Release date2026-04-27 |
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| Qwen3.7 MaxQwen | Context1M | Input$2.50/M | Output$7.50/M | Providers +28 | 58±5.5 | 59.5±6.0 | 60.1±8.7 | 55.8±12.2E | 64.5±12.4E | 59.9±11.7E | — | 57.1±11.9E | Throughput 78 t/s | Latency 14.81s | Release date2026-05-21 |
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| Qwen3.7 PlusQwen | Context1M | Input$0.400/M | Output$1.60/M | Providers +31 | 54.3±5.7 | 53.8±6.0 | 58.1±8.7 | 48.6±12.2E | 57.2±12.4E | 51.9±11.7E | 57.5±6.3 | 57.1±11.9E | Throughput — | Latency — | Release date2026-06-03 |
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| Nex n2 ProNex AGI | Context262.1K | Input$0.500/M | Output$2.50/M | Providers +3 | — | 54.3±16.0P | 59.9±13.9P | — | — | — | — | — | Throughput 83 t/s | Latency 1.16s | Release date2026-06-08 |
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| Qwen3 VL | Context— | Input— | Output— | Providers +17 | — | — | — | — | — | — | — | — | Throughput 206 t/s | Latency 6.63s | Release date— |
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| Qwen3 Embedding | Context— | Input— | Output— | Providers +37 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Qwen3 Next | Context— | Input— | Output— | Providers +7 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Qwen Image | Context— | Input— | Output— | Providers +33 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Qwen3 Omni Flash | Context— | Input— | Output— | Providers +35 | — | — | — | — | — | — | — | — | Throughput 62 t/s | Latency 5.13s | Release date— |
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| Qwen3 S2S Flash Realtime | Context— | Input— | Output— | Providers +12 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Qwen3.5 Plus Image | Context— | Input— | Output— | Providers +1 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Qwen3 TTS Flash Realtime | Context— | Input— | Output— | Providers +13 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Qwen3 TTS Flash | Context— | Input— | Output— | Providers +28 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Qwen3.1Alibaba | Context— | Input— | Output— | Providers +11 | — | — | — | — | — | — | — | — | Throughput 151 t/s | Latency 4.42s | Release date— |
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| Qwen3.0Alibaba | Context— | Input— | Output— | Providers +12 | — | — | — | — | — | — | — | — | Throughput 165 t/s | Latency 1.77s | Release date— |
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| Qwen3.5 Plus Thinking | Context— | Input— | Output— | Providers +7 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Qwen3.5 Max | Context— | Input— | Output— | Providers +6 | — | — | — | — | — | — | — | — | Throughput 31 t/s | Latency 29.33s | Release date— |
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| Qwen3.6 Plus Thinking | Context— | Input— | Output— | Providers +7 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Qwen3.5 Omni Plus | Context— | Input$0.400/M | Output$4.80/M | Providers +19 | — | 53.4±16.0P | 53.4±13.9P | — | — | — | — | — | Throughput 36 t/s | Latency 2.15s | Release date— |
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| Qwen3.5 Omni Flash | Context— | Input$0.100/M | Output$0.800/M | Providers +19 | — | 42.2±16.0P | 48.3±13.9P | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Qwen3.5 Plus Image Edit | Context— | Input— | Output— | Providers +1 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| DeepSeek R1 Distill Qwen 1.5BDeepSeek | Context— | Input— | Output— | Providers +21 | — | 26.2±13.9P | 29.9±11.1E | — | 45.4±11.8E | — | — | — | Throughput 126 t/s | Latency 4.28s | Release date— |
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| Qwen1.8BAlibaba | Context— | Input— | Output— | Providers +13 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Qwen1.8B Long ContextAlibaba | Context— | Input— | Output— | Providers +13 | — | — | — | — | — | — | — | — | Throughput — | Latency — | Release date— |
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| Qwen3 InstantAlibaba | Context— | Input— | Output— | Providers | — | — | — | — | — | — | — | — | Throughput — | Latency — | 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.
