GPUniq Blog — GPU rental guides, LLM infrastructure and cloud GPU price analytics
GPT-Image-2.6 API: Pricing & Benchmarks
OpenAI prices the API by token type. Image input tokens cost $8.00 per 1M tokens. Cached image input tokens drop to $2.00 per 1M tokens. Image output tokens cost $30.00 per 1M tokens. Text input tokens are $5.00 per 1M tokens. Cached text input tokens cost $1.25 per 1M tokens.…
- LLM API Comparison & Cost·NOVEMBER 6, 2026
GPT-6 Cyber API Price and Benchmarks
The GPT-6 Cyber API from OpenAI costs $20.00 per 1M input tokens and $100.00 per 1M output tokens. It hits an exploit success rate of 48.5% on ExploitGym. OpenAI builds this text model to find, reproduce, and patch software flaws. It replaces GPT-5.6 Cyber with a 1,050,000 token…
GTGPUniq Team·2 min read - LLM API Comparison & Cost·NOVEMBER 5, 2026
Fastest LLM APIs: 13,000 Tokens/Sec Benchmarked
OpenAI GPT-5 Nano hits 13,060.9 tokens per second (t/s). This model is 100 times faster than the median speed of 130.1 t/s found in this 16 model benchmark. Grok 4.20 reaches 1,634.2 t/s, but flagship models like GPT-6 Astra crawl at 53.6 t/s to prioritize reasoning. Throughput…
GTGPUniq Team·4 min read - Image & Video Generation APIs·NOVEMBER 4, 2026
CogView-3 Flash vs Midjourney API Cost
CogView-3 Flash costs $0.005 (0.48 RUB) per generated image. Midjourney Reroll costs $0.16 (15.40 RUB) per output. Developers must weigh this baseline difference before locking into a vendor. Zhipu prices its model far below established competitors. Market options span a wide…
GTGPUniq Team·2 min read - LLM API Comparison & Cost·NOVEMBER 3, 2026
Zhipu AI API Pricing: Cut Costs by 30%
GLM models cost between $0.019 and $1.336 per 1M input tokens via GPUniq infrastructure. Discounts reach up to 30% off standard vendor list prices. GLM-4.5 Flash is the lowest-cost text model at $0.019 input and $0.078 output per 1M tokens. Zhipu AI bills API requests on token…
GTGPUniq Team·5 min read - LLM API Comparison & Cost·NOVEMBER 2, 2026
GPT-6 Rosalind Research API Costs $5
The GPT-6 Rosalind Research API costs $5.00 per 1M input tokens and $25.00 per 1M output tokens. Access needs organizational approval and strict safety vetting for life sciences tasks. OpenAI prices the API according to the tier and token type. Endpoint access demands…
GTGPUniq Team·1 min read - Image & Video Generation APIs·OCTOBER 30, 2026
Genie 4 API Price and World Specs
Google DeepMind released Genie 4 on October 27, 2026. This interactive world model generates photorealistic environments from text prompts. It adds native audio, live physics simulation, and mid-scene steering. Developer partners can access it now through the Gemini API and…
GTGPUniq Team·2 min read - LLM API Comparison & Cost·OCTOBER 29, 2026
Gemini 4 Carbon API Price and Benchmarks
Google DeepMind announced Gemini 4 Carbon on October 28, 2026. Introductory API pricing sits at $2.00 per 1M input tokens and $10.00 per 1M output tokens, with cached inputs priced at $0.10 per 1M tokens. The model features a 1,048,576-token context window and a 65,536-token…
GTGPUniq Team·2 min read - LLM API Comparison & Cost·OCTOBER 28, 2026
GPT-6.1 Terra API Price and Benchmarks
The OpenAI API charges $1.00 per million standard input tokens for gpt-6.1-terra. Cached input tokens drop to $0.05 per million. Output tokens cost $5.00 per million. The model supports roughly 1,050,000 tokens in its context window. You can request up to 128,000 output tokens…
GTGPUniq Team·1 min read - LLM API Comparison & Cost·OCTOBER 27, 2026
Voxtral Mini Transcribe 3 API Price & Benchmarks
Mistral prices Voxtral Mini Transcribe 3 batch transcription at $0.0035 per minute. Realtime transcription costs $0.008 per minute. Released on October 20, 2026, the model hits a FLEURS multilingual word error rate of approximately 4.5 percent. It features a 32,768 token context…
GTGPUniq Team·2 min read - LLM API Comparison & Cost·OCTOBER 26, 2026
Voxtral TTS 3 API Price and Benchmarks
Mistral AI prices Voxtral TTS 3 at $13.0 per 1 million characters. The model scores a 68.4% voice cloning win-rate against ElevenLabs Flash v2.5. It supports zero-shot cloning, streaming, and expressiveness controls. Mistral AI prices text-to-speech output at $13.0 per 1 million…
GTGPUniq Team·1 min read - Fine-Tuning & Training·OCTOBER 23, 2026
Fine-tune Llama 3.1 8B on RTX 4090
Fine-tuning Llama 3.1 8B with LoRA on a rented RTX 4090 costs $0.61/hour and uses 21.4 GB of the card's 24 GB VRAM (89.3% use). A 10k-sample dataset finishes in roughly 2 hours. Total spend for a 3-epoch run lands around $1.22 to $1.55, including data transfer. Hu et al. (2021)…
GTGPUniq Team·8 min read
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