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Put up to 4 models beside each other — token prices, context windows, capabilities and provider, from the same catalogue the model pages read.

  1. GPT-6.1 SolOpenAIRemove
  2. Transcribe 1 ProFish AudioRemove
  3. Gemini 3.1 Flash Lite PreviewGoogleRemove
gpt-6.1-sol vs transcribe-1-pro vs gemini-3.1-flash-lite-preview
AttributeGPT-6.1 Solgpt-6.1-solTranscribe 1 Protranscribe-1-proGemini 3.1 Flash Lite Previewgemini-3.1-flash-lite-preview
Pricing
Input$2.00 / 1M— Not priced per input token$0.25 / 1M
Output$10.00 / 1M— Not priced per output token$1.50 / 1M
Cache Write (5m)$2.00 / 1MNot applicable$0.25 / 1M
Cache Write (1h)$2.00 / 1MNot applicable$0.25 / 1M
Cache Read$2.00 / 1MNot applicable$0.25 / 1M
Web Search$0 / 1M$0 / 1M$0 / 1M
Context
Max context1MN/A1.0M
Max outputN/AN/AN/A
Capabilities
VisionYesNoYes
Function CallingYesNoYes
JSON ModeYesNoYes
StreamingYesNoYes
Catalogue
ProviderOpenAIFish AudioGoogle
Categorychatvoicechat
Charge typePay As You GoPay As You GoPay As You Go
Released—2026-09-24—
Description
SummaryGPT-6.1 Sol is an upgraded high-end model in OpenAI's GPT-6 series, positioned below the flagship GPT-6 Astra. It is optimized for agentic coding, computer use, document-heavy professional work, and multi-step business automation, delivering near-Astra-level capability at significantly lower cost. Compared with GPT-6 Sol, it offers improved factual reliability and stronger adherence to explicit constraints and user intent, making it well suited for complex, long-running agentic workflows where accurate and dependable execution is critical.Fish Audio Transcribe 1 Pro speech-to-text with speaker labels; transcripts include speaker tags such as <|speaker:0|>. Billed per second of audio.Gemini 3.1 Flash Lite Preview is Google's high-efficiency model designed for high-volume and cost-sensitive workloads. It improves overall quality compared to Gemini 2.5 Flash Lite while approaching the performance of Gemini 2.5 Flash across key capabilities. The model delivers enhancements in audio input/ASR, RAG snippet ranking, translation, data extraction, and code completion, and supports configurable thinking levels (minimal, low, medium, high) for flexible cost–performance optimization. With pricing at roughly half the cost of Gemini 3 Flash, it is well suited for large-scale production deployments.