--- title: Resources - Telnyx Blog - inference - Page 2 canonical: https://telnyx.com/resources/topic/inference/page/2 --- # Resources - Telnyx Blog - inference - Page 2 Resources # Read it, clone it, or ask the machine. Infrastructure for real-time agents, documented as it ships. Release notes as features land, guides from the engineers who built the network, builds you can clone, and machine-readable versions of everything. [START BUILDING](https://portal.telnyx.com/#/login/sign-up) [RELEASE NOTES](#releases) [DOCS](https://developers.telnyx.com/docs/overview) Shipped this month * [23 OctDedicated IP Addresses Now Available for Email API](https://telnyx.com/release-notes/email-dedicated-ip) * [22 OctAgent Browser Now Available for Telnyx AI Agents](https://telnyx.com/release-notes/agent-browser-now-available) * [21 OctCaller Identity and Enhanced Caller Name Now Available in Telnyx Number Lookup](https://telnyx.com/release-notes/number-lookup-caller-identity-enhanced-caller-name) * [20 OctPrompt and Keyterm Support Now Available for AssemblyAI on Telnyx Voice AI Assistants](https://telnyx.com/release-notes/assemblyai-prompt-keyterm-voice-ai-assistants) * [16 OctProgrammable Voice Now Available in Mumbai](https://telnyx.com/release-notes/programmable-voice-mumbai) * [15 OctNetwork Bindings Now Available for Telnyx Edge Compute Functions](https://telnyx.com/release-notes/edge-compute-network-bindings) * [15 OctAI-based SMS opt-out detection is now available](https://telnyx.com/release-notes/ai-based-sms-opt-out) Open source builds 517 Releases in 30 days 12 Countries covered 140+ Companies building 14,000+ Start here ## Four doors, by what you’re doing. * [What shippedRelease notes as features land, dated and tagged by product.Release notes](#releases) * [Building todayDocs start with a curl. Typed reference, SDKs in seven languages.developers.telnyx.com](https://developers.telnyx.com/docs/overview) * [CloningOpen-source agent builds on GitHub. Working code, README, .env.example.github.com/team-telnyx](https://github.com/team-telnyx) * [For machinesEvery surface above as text and JSON, for the agents reading this.Machine-readable](#machines) Release notes ## What shipped. Dated, by product, as it happens. Weekly or faster. Pick a product to see everything in that line. Filter by product All12Edge Compute1WhatsApp1 * [23 Oct 2026Dedicated IP Addresses Now Available for Email APIDedicated sending IPs for high-volume email customers.Read the note](https://telnyx.com/release-notes/email-dedicated-ip) * [22 Oct 2026Agent Browser Now Available for Telnyx AI AgentsGive an AI agent its own isolated browser session through an API, limited to the sites you allow, so it can use websites that have no API.Read the note](https://telnyx.com/release-notes/agent-browser-now-available) * [21 Oct 2026Caller Identity and Enhanced Caller Name Now Available in Telnyx Number LookupTelnyx Number Lookup now returns the name and postal address behind a phone number with Caller Identity, plus Enhanced Caller Name with broader coverage than standard CNAM.Read the note](https://telnyx.com/release-notes/number-lookup-caller-identity-enhanced-caller-name) * [20 Oct 2026Prompt and Keyterm Support Now Available for AssemblyAI on Telnyx Voice AI AssistantsAssemblyAI Universal-3.5 Pro on Telnyx Voice AI Assistants now accepts a context prompt and keyterms, and receives the agent's last reply on every turn.Read the note](https://telnyx.com/release-notes/assemblyai-prompt-keyterm-voice-ai-assistants) * [16 Oct 2026Programmable Voice Now Available in MumbaiTelnyx Programmable Voice is now available in Mumbai, with local SIP connectivity through the Mumbai anchorsite.Read the note](https://telnyx.com/release-notes/programmable-voice-mumbai) * [15 Oct 2026Network Bindings Now Available for Telnyx Edge Compute FunctionsEdge Compute functions can now call services on your private Telnyx WireGuard network through a network binding, joining the function as a peer on deploy.Read the note](https://telnyx.com/release-notes/edge-compute-network-bindings) * [15 Oct 2026AI-based SMS opt-out detection is now availableLLM-powered intent detection for SMS unsubscribe requests, catching natural-language opt-out requests beyond fixed keyword matching.Read the note](https://telnyx.com/release-notes/ai-based-sms-opt-out) * [13 Oct 2026Avatars Now in Beta for Telnyx Voice AI AssistantsSix preset avatars for Telnyx AI Assistants, rendered on Telnyx infrastructure and opt-in per conversation. $0.08/min from November 1, 2026.Read the note](https://telnyx.com/release-notes/ai-assistant-avatars-beta) Showing the 8 most recent of 12 notes. [View all releases](https://telnyx.com/release-notes) Guides and articles ## Written by the people who run the network. Not sure where to start? Browse the library by product - deep dives, setup guides and working demos, every one dated, bylined and never behind a form. [All254](https://telnyx.com/resources#learn)[Conversational AI50](https://telnyx.com/resources/topic/conversational-ai#learn)[Storage5](https://telnyx.com/resources/topic/storage#learn)[Wireless13](https://telnyx.com/resources/topic/wireless#learn)[SIP Trunking19](https://telnyx.com/resources/topic/sip-trunking#learn)[Regulations4](https://telnyx.com/resources/topic/regulations#learn)[Product1](https://telnyx.com/resources/topic/product#learn)Inference43[Numbers5](https://telnyx.com/resources/topic/numbers#learn)[Networking4](https://telnyx.com/resources/topic/networking#learn)[Voice28](https://telnyx.com/resources/topic/voice#learn)[Integrations2](https://telnyx.com/resources/topic/integrations#learn)[IoT4](https://telnyx.com/resources/topic/iot#learn)[eSIM2](https://telnyx.com/resources/topic/e-sim#learn)[Verify API3](https://telnyx.com/resources/topic/verify-api#learn)[Fax4](https://telnyx.com/resources/topic/fax#learn)[General3](https://telnyx.com/resources/topic/general#learn)[Telnyx3](https://telnyx.com/resources/topic/telnyx#learn)[Messaging18](https://telnyx.com/resources/topic/messaging#learn)[Email API4](https://telnyx.com/resources/topic/email-api#learn)[WhatsApp Business API7](https://telnyx.com/resources/topic/whatsapp-business-api#learn) Search articles * [![](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/58db2ca1-0d1d-40c8-9ef5-a79897cb9ce9-a2f51d62.jpeg)InferenceThe Efficient Frontier: How to Choose an Inference ModelFiona McDonnell · 10 Sep 2026](https://telnyx.com/resources/efficient-frontier-model-selection) * [![how-to-scale-ai-cost](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/how_to_scale_ai_cost_featured_7f230286b4.webp)InferenceAI on demand: How to scale with serverless efficiencyTiffany McDowell · 10 Sep 2026](https://telnyx.com/resources/how-to-scale-ai-cost) * [![Kimi K3 now available on Telnyx Inference](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/c35a41bd-7d5b-4e0c-a3f6-0734a8d2badf.jpg)InferenceKimi K3, live on Telnyx InferenceFiona McDonnell · 10 Sep 2026](https://telnyx.com/resources/kimi-k3-open-model-telnyx-inference) * [![GLM-5.3-Flash blog header](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/glm-5-3-flash-blog-header-1600x900_2---79980733-6619-43fe-b8c9-b91d23507a67.svg)InferenceGLM-5.3-Flash BenchmarksSonam Gupta, PhD · 10 Sep 2026](https://telnyx.com/resources/glm-5-3-flash-benchmarks) * [![](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/58db2ca1-0d1d-40c8-9ef5-a79897cb9ce9-a2f51d62.jpeg)InferenceGLM-5.2 is available on Telnyx InfrastructureFiona McDonnell · 10 Sep 2026](https://telnyx.com/resources/glm-5-2-on-telnyx-inference) * [![Frontier models feature image](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/01-faithful.svg)InferenceWhat are frontier models and why data sovereignty mattersEli Mogul · 10 Sep 2026](https://telnyx.com/resources/frontier-models) * [![DeepSeek V4 Flash inference benchmark data](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/deepseek-v4-flash-header.svg)InferenceDeepSeek V4 Flash inference benchmarks on TelnyxSonam Gupta, PhD · 10 Sep 2026](https://telnyx.com/resources/deepseek-v4-flash-benchmarks) * [![](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/58db2ca1-0d1d-40c8-9ef5-a79897cb9ce9-a2f51d62.jpeg)InferenceAgentSDK: Run Your Agent on One PlatformFiona McDonnell · 9 Sep 2026](https://telnyx.com/resources/agentsdk-launch) * [![What is an open-source LLM? Definition and applications](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/what-is-open-source-llm-feature-image.jpeg)InferenceWhat is an open-source LLM? Definition and applicationsEli Mogul · 9 Sep 2026](https://telnyx.com/resources/what-is-open-source-llm) * [![](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/58db2ca1-0d1d-40c8-9ef5-a79897cb9ce9-a2f51d62.jpeg)InferenceUnderstanding fine-tuning in AI modelsTiffany McDowell · 8 Sep 2026](https://telnyx.com/resources/what-is-fine-tuning-ai) * [![Vercel AI SDK Alternative](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/vercel-ai-sdk-alternatives.svg)InferenceVercel AI SDK Alternatives: The 3-Layer Comparison \[2026\]James Whedbee · 8 Sep 2026](https://telnyx.com/resources/vercel-ai-sdk-alternatives) * [![](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/58db2ca1-0d1d-40c8-9ef5-a79897cb9ce9-a2f51d62.jpeg)InferenceIn-Region GPU Infrastructure Comes to the UAEHabiba Waleed · 15 Jul 2026](https://telnyx.com/resources/dubai-gpu-launch) * [![](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/58db2ca1-0d1d-40c8-9ef5-a79897cb9ce9-a2f51d62.jpeg)InferenceMiniMax M3 Runs Best on Telnyx InferenceSonam Gupta, PhD · 16 Jun 2026](https://telnyx.com/resources/inference-minimax-m3-benchmark) Page 2 of 2. [Previous](https://telnyx.com/resources/topic/inference#learn) Compare ## Three layers. Three sets of competitors. Every page is built from the competitor’s public rate card, with the date it was pulled. Where they are excellent, we say so. ### Edge Compute 4 pages Cloudflare put compute at the edge of the internet. We put it at the edge of the phone network. Their network reaches the internet; ours reaches the internet and the phone network. * [Primary frameTelnyx vs CloudflareRead](https://telnyx.com/the-best-cloudflare-alternative) * [vsTelnyx vs Together.aiRead](https://telnyx.com/the-best-together-alternative) * [vsTelnyx vs FireworksRead](https://telnyx.com/the-best-fireworks-alternative) * [vsTelnyx vs BasetenRead](https://telnyx.com/the-best-baseten-alternative) ### Agent Platform 4 pages Prototypes assemble. Production owns. When the demo becomes a business, the rented stack is where it breaks. * [vsTelnyx vs VapiRead](https://telnyx.com/the-best-vapi-alternative) * [vsTelnyx vs RetellRead](https://telnyx.com/the-best-retell-alternative) * [vsTelnyx vs ElevenLabsRead](https://telnyx.com/the-best-elevenlabs-alternative) * [vsTelnyx vs LiveKitRead](https://telnyx.com/the-best-livekit-alternative) ### Global Communications 4 pages Telnyx is the carrier. We hold the licenses, own the numbers, and control the interconnects, other CPaaS providers rent numbers and buy PSTN access from someone who does. * [vsTelnyx vs TwilioRead](https://telnyx.com/the-better-twilio-alternative) * [vsTelnyx vs BandwidthRead](https://telnyx.com/the-better-bandwidth-alternative) * [vsTelnyx vs VonageRead](https://telnyx.com/the-better-vonage-voice-api-alternative) * [vsTelnyx vs Amazon ConnectRead](https://telnyx.com/amazon-connect-alternative-why-telnyx-is-a-smarter-choice) Also compared [Amazon S3](https://telnyx.com/the-better-amazon-s3-alternative) [Backblaze B2](https://telnyx.com/the-better-backblaze-b2-alternative) [Azure Blob](https://telnyx.com/the-better-microsoft-azure-blob-alternative) [Google Cloud Storage](https://telnyx.com/the-better-google-cloud-storage-alternative) [1NCE](https://telnyx.com/the-better-1nce-alternative) [Emnify](https://telnyx.com/the-better-emnify-alternative) [Hologram](https://telnyx.com/the-better-hologram-alternative) [Kore Wireless](https://telnyx.com/the-better-kore-wireless-alternative) Every comparison cites the competitor’s public card and the date pulled. Rates on [telnyx.com/pricing](https://telnyx.com/pricing). For the agents reading this ## Everything above, as data. Read the docs, the API surface, and the signup flow without a human in the loop. * [llms.txtIndex of every documented surface. Start here if you're a model.Text](https://telnyx.com/llms.txt) * [llms-full.txtThe full corpus in one file, for a single fetch into context.Text](https://telnyx.com/llms-full.txt) * [openapi.jsonThe complete v2 API surface as an OpenAPI document.JSON](https://telnyx.com/openapi.json) * [agent-signup.mdProvision an account programmatically. No sales queue.Markdown](https://telnyx.com/agent-signup.md) * [agents/startThe fast path: what to read, in what order, to start building.Text](https://telnyx.com/agents/start) ## Read less. Clone more. Working code and a curl beat a whitepaper. When you want a human, they run the network and pick up 24/7. [START BUILDING](https://portal.telnyx.com/#/login/sign-up) [BROWSE BUILDS](https://github.com/team-telnyx) [TALK TO AN ENGINEER](https://telnyx.com/contact-us) [Start building](https://telnyx.com/sign-up) ### Ask AI * [![GPT](https://d2efw2akbx8gaf.cloudfront.net/https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/chatgpt_icon-ea55e09d.jpeg?width=92&format=webp)](https://chat.openai.com/?q=What makes Telnyx's global network different, breakdown call quality for normal phone calls and voice AI calls.) * [![Claude](https://d2efw2akbx8gaf.cloudfront.net/https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/claude_icon-c7c8eef3.webp?width=92&format=webp)](https://claude.ai/new?q=What makes Telnyx's global network different, breakdown call quality for normal phone calls and voice AI calls.) * [![Perplexity](https://d2efw2akbx8gaf.cloudfront.net/https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/perplexity_icon-cd5b74f1.webp?width=92&format=webp)](https://www.perplexity.ai/search?q=What makes Telnyx's global network different, breakdown call quality for normal phone calls and voice AI calls.) * [![Gemini](https://d2efw2akbx8gaf.cloudfront.net/https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/gemini_icon-4ff1cbf4.webp?width=92&format=webp)](https://www.google.com/search?udm=50&aep=11&q=What makes Telnyx's global network different, breakdown call quality for normal phone calls and voice AI calls.) * [![Grok](https://d2efw2akbx8gaf.cloudfront.net/https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/grok_icon-e588e5bd.webp?width=92&format=webp)](https://x.com/i/grok?text=What makes Telnyx's global network different, breakdown call quality for normal phone calls and voice AI calls.)