V0.2 operation alphaReal crawler projectionpublic alpha routePublic prices are generated from the operation SOP crawler_projection after capture, normalization, and deterministic gates. This is alpha projection data, not a GTM readiness claim; conflict or low-confidence rows stay in manual review.

inference cloud

Together AI

inference cloud provider with 56 normalized prices.

Web reputation samples

External public summaries normalized by LLMTicker; not LLMTicker verified user reviews. LLMTicker recalculates reputation from public items instead of copying third-party ratings.

MixedModel coverageLatencyAvailability

Profile praises open-source model flexibility and consistent infrastructure while warning that serverless inference may see cold starts.

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Profile praises open-source model flexibility and consistent infrastructure while warning that serverless inference may see cold starts.

ToolChase Together AI profile05/14/2026, 00:00:00 UTC+0ToolChase Together AI profile23 d

PositivePricing transparencyLatencyModel coverage

Benchmark page presents Together AI as a low-cost inference provider with latency, throughput, context, and price comparisons.

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Benchmark page presents Together AI as a low-cost inference provider with latency, throughput, context, and price comparisons.

InferenceBench Together AI provider page05/07/2026, 00:00:00 UTC+0InferenceBench Together AI provider page23 d

PositiveModel coveragePricing transparencyAPI compatibility

Review positions Together AI as developer-friendly open-model infrastructure with broad model coverage, fine-tuning, and competitive pricing.

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Original

Review positions Together AI as developer-friendly open-model infrastructure with broad model coverage, fine-tuning, and competitive pricing.

TokenMix Together AI review04/21/2026, 00:00:00 UTC+0TokenMix Together AI review23 d

NegativeSupportBilling

Trustpilot profile shows a small, polarized sample with mostly one-star reviews but at least one review saying the product works well.

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Trustpilot profile shows a small, polarized sample with mostly one-star reviews but at least one review saying the product works well.

Trustpilot Together.ai reviews02/26/2026, 00:00:00 UTC+0Trustpilot Together.ai reviews23 d

MixedLatencyAPI compatibility

Thread includes user experience that Together AI was simple to start and fast, but still too latent for some demanding applications.

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Thread includes user experience that Together AI was simple to start and fast, but still too latent for some demanding applications.

Reddit fastest inference provider discussion01/30/2024, 00:00:00 UTC+0Reddit fastest inference provider discussion23 d

System signalB · 82inference cloud0 risk flags

Latest prices

Provider latest price table
Model	Input miss	Input hit	Output	Verified	Source
DeepSeek R1	$3.00/ 1M missFresh	Not published	$7.00/ 1M outFresh	3 m	LiteLLM model cost map3 m
<span>NVIDIA</span><span> </span><span>HGX</span><span> </span><span>H200</span>	$5.95/ 1M missFresh	Not published	$4.99/ 1M outFresh	3 m	Together AI pricing3 m
<span>NVIDIA</span><span> </span><span>HGX</span><span> </span><span>H100</span>	$4.99/ 1M missFresh	Not published	$4.49/ 1M outFresh	3 m	Together AI pricing3 m
Qwen3 235B A22B Instruct 2507 Tput	$0.20/ 1M missFresh	Not published	$6.00/ 1M outFresh	3 m	LiteLLM model cost map3 m
DeepSeek V4 Pro	$2.10/ 1M missFresh	$0.20/ 1M hitFresh	$4.40/ 1M outFresh	3 m	Together AI pricing3 m
Kimi K2.6	$1.20/ 1M missFresh	$0.20/ 1M hitFresh	$4.50/ 1M outFresh	3 m	Together AI pricing3 m
GLM 5.1	$1.40/ 1M missFresh	$0.26/ 1M hitFresh	$4.40/ 1M outFresh	3 m	Together AI pricing3 m
Meta Llama 3.1 405B Instruct Turbo	$3.50/ 1M missFresh	Not published	$3.50/ 1M outFresh	3 m	LiteLLM model cost map3 m
Qwen3.7 Max	$1.25/ 1M missFresh	$0.13/ 1M hitFresh	$3.75/ 1M outFresh	3 m	Together AI pricing3 m
NVIDIA Nemotron 3 Ultra	$0.60/ 1M missFresh	$0.20/ 1M hitFresh	$3.60/ 1M outFresh	3 m	Together AI pricing3 m
Qwen3.5 397B A17B	$0.60/ 1M missFresh	$0.35/ 1M hitFresh	$3.60/ 1M outFresh	3 m	Together AI pricing3 m
GLM 5	$1.00/ 1M missFresh	Not published	$3.20/ 1M outFresh	3 m	Together AI pricing3 m
Kimi K2 Instruct	$1.00/ 1M missFresh	Not published	$3.00/ 1M outFresh	3 m	LiteLLM model cost map3 m
Kimi K2 Instruct 0905	$1.00/ 1M missFresh	Not published	$3.00/ 1M outFresh	3 m	LiteLLM model cost map3 m
Qwen3 235B A22B Thinking 2507	$0.65/ 1M missFresh	Not published	$3.00/ 1M outFresh	3 m	LiteLLM model cost map3 m
Qwen3.6 Plus	$0.50/ 1M missFresh	Not published	$3.00/ 1M outFresh	3 m	Together AI pricing3 m
Kimi K2.5	$0.50/ 1M missFresh	Not published	$2.80/ 1M outFresh	3 m	LiteLLM model cost map3 m
Qwen3 Coder 480B A35B Instruct FP8	$2.00/ 1M missFresh	Not published	$2.00/ 1M outFresh	3 m	LiteLLM model cost map3 m
GLM 4.6	$0.60/ 1M missFresh	Not published	$2.20/ 1M outFresh	3 m	LiteLLM model cost map3 m
Together Ai 81.1b 110b	$1.80/ 1M missFresh	Not published	$1.80/ 1M outFresh	3 m	LiteLLM model cost map3 m
DeepSeek R1 0528 Tput	$0.55/ 1M missFresh	Not published	$2.19/ 1M outFresh	3 m	LiteLLM model cost map3 m
GLM 4.7	$0.45/ 1M missFresh	Not published	$2.00/ 1M outFresh	3 m	LiteLLM model cost map3 m
DeepSeek V3.1	$0.60/ 1M missFresh	Not published	$1.70/ 1M outFresh	3 m	LiteLLM model cost map3 m
Cogito v2.1 671B	$1.25/ 1M missFresh	Not published	$1.25/ 1M outFresh	3 m	Together AI pricing3 m
DeepSeek V3	$1.25/ 1M missFresh	Not published	$1.25/ 1M outFresh	3 m	LiteLLM model cost map3 m
Qwen3 Next 80B A3B Instruct	$0.15/ 1M missFresh	Not published	$1.50/ 1M outFresh	3 m	LiteLLM model cost map3 m
Qwen3 Next 80B A3B Thinking	$0.15/ 1M missFresh	Not published	$1.50/ 1M outFresh	3 m	LiteLLM model cost map3 m
Llama 3.3 70B Instruct	$1.04/ 1M missFresh	Not published	$1.04/ 1M outFresh	3 m	Together AI pricing3 m
MiniMax M2.5	$0.30/ 1M missFresh	$0.06/ 1M hitFresh	$1.20/ 1M outFresh	3 m	Together AI pricing3 m
MiniMax M2.7	$0.30/ 1M missFresh	$0.06/ 1M hitFresh	$1.20/ 1M outFresh	3 m	Together AI pricing3 m
MiniMax M3	$0.30/ 1M missFresh	$0.06/ 1M hitFresh	$1.20/ 1M outFresh	3 m	Together AI pricing3 m
Together Ai 41.1b 80b	$0.90/ 1M missFresh	Not published	$0.90/ 1M outFresh	3 m	LiteLLM model cost map3 m
Llama 3.1 70B Instruct Turbo	$0.88/ 1M missFresh	Not published	$0.88/ 1M outFresh	3 m	LiteLLM model cost map3 m
Llama 3.3 70B Instruct Turbo	$0.88/ 1M missFresh	Not published	$0.88/ 1M outFresh	3 m	LiteLLM model cost map3 m
GLM 4.5 Air FP8	$0.20/ 1M missFresh	Not published	$1.10/ 1M outFresh	3 m	LiteLLM model cost map3 m
Gemma 4 31B IT	$0.39/ 1M missFresh	Not published	$0.97/ 1M outFresh	3 m	Together AI pricing3 m
Together Ai 21.1b 41b	$0.80/ 1M missFresh	Not published	$0.80/ 1M outFresh	3 m	LiteLLM model cost map3 m
Gemma-4-31B-it-Pearl	$0.28/ 1M missFresh	Not published	$0.86/ 1M outFresh	3 m	Together AI pricing3 m
Llama 4 Maverick 17B 128E Instruct FP8	$0.27/ 1M missFresh	Not published	$0.85/ 1M outFresh	3 m	LiteLLM model cost map3 m
Mixtral 8x7B Instruct v0.1	$0.60/ 1M missFresh	Not published	$0.60/ 1M outFresh	3 m	LiteLLM model cost map3 m
Qwen3 235B A22B	$0.20/ 1M missFresh	Not published	$0.60/ 1M outFresh	3 m	Together AI pricing3 m
Qwen3 235B A22B Fp8 Tput	$0.20/ 1M missFresh	Not published	$0.60/ 1M outFresh	3 m	LiteLLM model cost map3 m
Qwen3 235B A22B Instruct 2507	$0.20/ 1M missFresh	Not published	$0.60/ 1M outFresh	3 m	Together AI pricing3 m
GPT OSS 120B	$0.15/ 1M missFresh	Not published	$0.60/ 1M outFresh	3 m	Together AI pricing3 m
Llama 4 Scout 17B 16E Instruct	$0.18/ 1M missFresh	Not published	$0.59/ 1M outFresh	3 m	LiteLLM model cost map3 m
Qwen2.5 7B Instruct	$0.30/ 1M missFresh	Not published	$0.30/ 1M outFresh	3 m	Together AI pricing3 m
Together Ai 8.1b 21b	$0.30/ 1M missFresh	Not published	$0.30/ 1M outFresh	3 m	LiteLLM model cost map3 m
Qwen3.5 9B	$0.17/ 1M missFresh	Not published	$0.25/ 1M outFresh	3 m	Together AI pricing3 m
Together Ai 4.1b 8b	$0.20/ 1M missFresh	Not published	$0.20/ 1M outFresh	3 m	LiteLLM model cost map3 m
Llama 3.1 8B Instruct Turbo	$0.18/ 1M missFresh	Not published	$0.18/ 1M outFresh	3 m	LiteLLM model cost map3 m
GPT OSS 20B	$0.05/ 1M missFresh	Not published	$0.20/ 1M outFresh	3 m	Together AI pricing3 m
RNJ-1 Instruct	$0.15/ 1M missFresh	Not published	$0.15/ 1M outFresh	3 m	Together AI pricing3 m
Llama 3 8B Instruct	$0.14/ 1M missFresh	Not published	$0.14/ 1M outFresh	3 m	Together AI pricing3 m
Gemma 3n E4B IT	$0.06/ 1M missFresh	Not published	$0.12/ 1M outFresh	3 m	Together AI pricing3 m
Together Ai Up To 4b	$0.10/ 1M missFresh	Not published	$0.10/ 1M outFresh	3 m	LiteLLM model cost map3 m
LFM2-24B-A2B	$0.03/ 1M missFresh	Not published	$0.12/ 1M outFresh	3 m	Together AI pricing3 m